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The Mouthbreather's Guide to the Galaxy

The Mouthbreather's Guide to the Galaxy
Alright CYKAS, Drill Sgt. Retarded TQQQ Burry is in the house. Listen up, I'm gonna train yo monkey asses to make some motherfucking money.

“Reeee can’t read, strike?” - random_wsb_autist
Bitch you better read if you want your Robinhood to look like this:
gainz, bitch


Why am I telling you this?
Because I like your dumb asses. Even dickbutts like cscqb4. And because I like seeing Wall St. fucking get rekt. Y’all did good until now, and Wall St. is salty af. Just google for “retail traders” news if you haven’t seen it, and you’ll see the salty tears of Wall Street assholes. And I like salty Wall St. assholes crying like bitches.
https://www.zerohedge.com/markets/retail-investors-are-crushing-hedge-funds-again

That said, some of you here are really motherfucking dense & the sheer influx of retardation has been driving away some of the more knowledgeable folks on this sub. In fact, in my last post, y'all somehow managed to downvote to shit the few guys that really understood the points I was making and tried to explain it to you poo-slinging apes. Stop that shit yo! A lot of you need to sit the fuck down, shut your fucking mouth and listen.
So I'm going to try and turn you rag-tag band of dimwits into a respectable army of peasants that can clap some motherfucking Wall Street cheeks. Then, I'm going to give you a mouthbreather-proof trade that I don't think even you knuckleheads can mess up (though I may be underestimating you).
If you keep PM-ing me about your stupid ass losses after this, I will find out where you live and personally, PERSONALLY, shit on your doorstep.
This is going to be a long ass post. Read the damned post. I don't care if you're dyslexic, use text-to-speech. Got ADHD? Pop your addys, rub one out, and focus! Are you 12? Make sure to go post in the paper trading contest thread first.

THE RULES:
  1. Understand that most of this sub has the critical reading skills of a 6 year old and the attention span of a goldfish. As such, my posts are usually written with a level of detail aimed at the lowest common denominator. A lot of details on the thesis are omitted, but that doesn't mean that the contents in the post are all there is to it. If I didn't do that, every post'd have to be longer than this one, and 98% of you fucks wouldn't read it anyway. Fuck that.
  2. Understand that my style of making plays is finding the >10+ baggers that are underpriced. As such, ALL THE GOD DAMN PLAYS I POST ARE HIGH-RISK / HIGH-REWARD. Only play what you can afford to risk. And stop PM-ing me the second the market goes the other way, god damn it! If you can't manage your own positions, I'm going to teach your ass the basics.
  3. Do you have no idea what you're doing and have a question? Google it first. Then google it again. Then Bing it, for good measure. Might as well check PornHub too, you never know. THEN, if you still didn't find the answer, you ask.
  4. This sub gives me Tourette's. If you got a problem with that, well fuck you.

This shit is targeted at the mouthbreathers, but maybe more knowledgeable folk’ll find some useful info, idk. How do you know if you’re in the mouthbreather category? If your answer to any of the following questions is yes, then you are:
  • Are you new to trading?
  • Are you unable to manage your own positions?
  • Did you score into the negatives on the SAT Critical Reading section?
  • Do you think Delta is just an airline?
  • Do you buy high & sell low?
  • Do you want to buy garbage like Hertz or American Airlines because it's cheap?
  • Did you buy USO at the bottom and are now proud of yourself for making $2?
  • Do you think stOnKs oNLy Go uP because Fed brrr?
  • Do you think I'm trying to sell you puts?
  • If you take a trade you see posted on this sub and are down, do you PM the guy posting it?
  • Do you generally PM people on this sub to ask them basic questions?
  • Is your mouth your primary breathing apparatus?
Well I have just the thing for you!


Table of Contents:
I. Maybe, just maybe, I know what I’m talking about
II. Post-mortem of the February - March 2020 Great Depression
III. Mouthbreather's bootcamp on managing a position – THE TECHNICALS
IV. Busting your retarded myths
V. LIQUIDITY NUKE INBOUND
VI. The mouthbreather-proof trade - The Akimbo
VII. Quick hints for non-mouthbreathers


Chapter I - Maybe, just maybe, I know what I’m talking about
I'm not here to rip you off. Every fucking time I post something, a bunch of dumbasses show up saying I'm selling you puts or whatever the fuck retarded thoughts come through their caveman brains.
"hurr durr OP retarded, OP sell puts" - random_wsb_autist
Sit down, Barney, I'm not here to scam you for your 3 cents on OTM puts. Do I always get it right? Of course not, dumbasses. Eurodollar play didn't work out (yet). Last TQQQ didn't work out (yet). That’s just how it goes. Papa Buffet got fucked on airlines. Plain retard Burry bought GME. What do you fucking expect?
Meanwhile, I keep giving y'all good motherfucking plays:
  1. 28/10/2019: "I'ma say this again, in case you haven't heard me the first time. BUY $JNK PUTS NOW!". Strike: "11/15, 1/17 and 6/19". "This thing can easily go below 50, so whatever floats your boat. Around $100 strike is a good entry point."
  2. 3/9/2020: "I mean it's a pretty obvious move, but $JNK puts."
  3. 3/19/2020, 12pm: "UVXY put FDs are free money." & “Buy $UVXY puts expiring tomorrow if we're still green at 3pm. Trust me.”
  4. 3/24/2020: “$UUP 3/27 puts at $27.5 or $27 should be 10-baggers once the bill passes. I'd expect it to go to around $26.”
And of course, the masterpiece that was the TQQQ put play.
Chapter II. Post-mortem of the February - March 2020 Great Depression
Do you really understand what happened? Let's go through it.
I got in puts on 2/19, right at the motherfucking top, TQQQ at $118. I told you on 2/24 TQQQ ($108) was going to shit, and to buy fucking puts, $90ps, $70ps, $50ps, all the way to 3/20 $30ps. You think I just pulled that out of my ass? You think I just keep getting lucky, punks? Do you have any idea how unlikely that is?
Well, let's take a look at what the fuckstick Kevin Cook from Zacks wrote on 3/5:
How Many Sigmas Was the Flash Correction Plunge?
"Did you know that last week's 14% plunge in the S&P 500 SPY was so rare, by statistical measures, that it shouldn't happen once but every 14,000 years?"
"By several measures, it was about a 5-sigma move, something that's not "supposed to" happen more than once in your lifetime -- or your prehistoric ancestors' lifetimes!
"According to general statistical principles, a 4-sigma event is to be expected about every 31,560 days, or about 1 trading day in 126 years. And a 5-sigma event is to be expected every 3,483,046 days, or about 1 day every 13,932 years."

On 3/5, TQQQ closed at $81. I just got lucky, right? You should buy after a 5-sigma move, right? That's what fuckstick says:
"Big sigma moves happen all the time in markets, more than any other field where we collect and analyze historical data, because markets are social beasts subject to "wild randomness" that is not found in the physical sciences.
This was the primary lesson of Nassim Taleb's 2007 book The Black Swan, written before the financial crisis that found Wall Street bankers completely ignorant of randomness and the risks of ruin."
I also took advantage of the extreme 5-sigma sell-off by grabbing a leveraged ETF on the Nasdaq 100, the ProShares UltraPro QQQ TQQQ. In my plan, while I might debate the merits of buying AAPL or MSFT for hours, I knew I could immediately buy them both with TQQQ and be rewarded very quickly after the 14% plunge."
Ahahaha, fuckstick bought TQQQ at $70, cuz that's what you do after a random 5-sigma move, right? How many of you dumbasses did the same thing? Don't lie, I see you buying 3/5 on this TQQQ chart:
https://preview.redd.it/9ks35zdla5151.png?width=915&format=png&auto=webp&s=2c90d08494c52a1b874575ee233624e61ac27620
Meanwhile, on 3/3, I answered the question "Where do you see this ending up at in the next couple weeks? I have 3/20s" with "under 30 imo".

Well good fucking job, because a week later on 3/11, TQQQ closed at $61, and it kept going.
Nomura: Market staring into the abyss
"The plunge in US equities yesterday (12 March) pushed weekly returns down to 7.7 standard deviations below the norm. In statistical science, the odds of a greater-than seven-sigma event of this kind are astronomical to the point of being comical (about one such event every 160 billion years).
Let's see what Stephen Mathai-Davis, CFA, CQF, WTF, BBQ, Founder and CEO of Q.ai - Investing Reimagined, a Forbes Company, and a major fucktard has to say at this point:

"Our AI models are telling us to buy SPY (the SPDR S&P500 ETF and a great proxy for US large-cap stocks) but since all models are based on past data, does it really make sense? "
"While it may or may not make sense to buy stocks, it definitely is a good time to sell “volatility.” And yes, you can do it in your brokerage account! Or, you can ask your personal finance advisor about it."
"So what is the takeaway? I don’t know if now is the right time to start buying stocks again but it sure looks like the probabilities are in your favor to say that we are not going to experience another 7 standard deviation move in U.S. Stocks. OTM (out-of-the-money) Put Spreads are a great way to get some bullish exposure to a rally in the SPY while also shorting such rich volatility levels."
Good job, fuckfaces. Y'all bought this one too, admit it. I see you buying on this chart:
https://preview.redd.it/s9344geza5151.png?width=915&format=png&auto=webp&s=ebaef4b1414d901e6dafe354206ba39eb03cb199
Well guess what, by 3/18, a week later, we did get another 5 standard deviation move. TQQQ bottomed on 3/18 at $32.73. Still think that was just luck, punk? You know how many sigmas that was? Over 12 god-damn sigmas. 12 standard deviations. I'd have a much better chance of guessing everyone's buttcoin private key, in a row, on the first try. That's how unlikely that is.
https://preview.redd.it/luz0s3kbb5151.png?width=587&format=png&auto=webp&s=7542973d56c42e13efd3502331ac6cc5aea42630
"Hurr durr you said it's going to 0, so you're retarded because it didn't go to 0" - random_wsb_autist
Yeah, fuckface, because the Fed bailed ‘em out. Remember the $150b “overnight repo” bazooka on 3/17? That’s what that was, a bailout. A bailout for shitty funds and market makers like Trump's handjob buddy Kenny Griffin from Citadel. Why do you think Jamie Dimon had a heart attack in early March? He saw all the dogshit that everyone put on his books.

https://preview.redd.it/8fqvt37ama151.png?width=3711&format=png&auto=webp&s=0b06ee5101685c5274c6641a62ee9eb1a2a3f3ee


Read:
https://dealbreaker.com/2020/01/griffin-no-show-at-white-house
https://www.cnbc.com/2020/03/11/bank-ceos-convene-in-washington-with-president-trump-on-coronavirus.html
https://www.proactiveinvestors.co.uk/companies/news/914736/market-makers--didn-t-show-up-for-work--macro-risk-ceo-says-914736.html
https://www.chicagobusiness.com/finance-banking/chicago-trading-firms-seek-more-capital
https://www.housingwire.com/articles/did-non-qm-just-disappear-from-the-market/
https://www.bloomberg.com/news/articles/2020-03-22/bruised-hedge-funds-ask-clients-for-fresh-cash-to-buy-the-dip
https://fin24.com/Markets/Bonds/rand-bonds-rally-after-reserve-bank-intervention-20200320

Yup, everyone got clapped on their stupidly leveraged derivatives books. It seems Citadel is “too big to fail”. On 3/18, the payout on 3/20 TQQQ puts alone if it went to 0 was $468m. And every single TQQQ put expiration would have had to be paid. Tens or hundreds of billions on TQQQ puts alone. I’d bet my ass Citadel was on the hook for a big chunk of those. And that’s just a drop in the bucket compared to all the other blown derivative trades out there.

https://preview.redd.it/9ww27p2qb5151.png?width=2485&format=png&auto=webp&s=78f24265f3ea08fdbb37a4325f15ad9b61b0c694
Y’all still did good, 3/20 closed at $35. That’s $161m/$468m payoff just there. I even called you the bottom on 3/17, when I saw that bailout:

"tinygiraffe21 1 point 2 months ago
Haha when? I’m loading up in 4/17 25 puts"
"dlkdev
Scratch that, helicopter money is here."
"AfgCric 1 point 2 months ago
What does that mean?"
"It means the Fed & Trump are printing trillions with no end in sight. If they go through with this, this was probably the bottom."

"hurr durr, it went lower on 3/18 so 3/17 wasn't the bottom" - random_wsb_autist
Idiot, I have no way of knowing that Billy boy Ackman was going to go on CNBC and cry like a little bitch to make everyone dump, so he can get out of his shorts. Just like I have no way of knowing when the Fed decides to do a bailout. But you react to that, when you see it.
Do you think "Oh no world's ending" and go sell everything? No, dumbass, you try to figure out what Billy's doing. And in this case it was pretty obvious, Billy saw the Fed train coming and wanted to close his shorts. So you give the dude a hand, quick short in and out, and position for Billy dumping his short bags.
Video of Billy & the Fed train

Here's what Billy boy says:
“But if they don’t, and the government takes the right steps, this hedge could be worth zero, and the stock market could go right back up to where it was. So we made the decision to exit.”
https://www.businessinsider.sg/bill-ackman-explains-coronavirus-trade-single-best-all-time-podcast-2020-5
Also, “the single best trade of all time.” my ass, it was only a 100-bagger. I gave y’all a 150-bagger.
So how could I catch that? Because it wasn't random, yo. And I'm here to teach your asses how to try to spot such potential moves. But first, the technical bootcamp.

Chapter III. Mouthbreather's bootcamp on managing a position – THE TECHNICALS

RULE 1. YOU NEVER BUY OPTIONS AT OPEN. You NEVER OVERPAY for an option. You never FOMO into buying too fast. You NEVER EVER NEVER pump the premium on a play.
I saw you fuckers buying over 4k TQQQ 5/22 $45 puts in the first minutes of trading. You pumped the premium to over $0.50 dudes. The play's never going to work if you do that, because you give the market maker free delta, and he's going to hedge that against you. Let me explain simply:

Let's say a put on ticker $X at strike $50 is worth $1, and a put at strike $51 is worth $2.
If you all fomo in at once into the same strike, the market maker algos will just pull the asks higher. If you overpay at $2 for the $50p, the market maker will just buy $51ps for $2 and sell you $50ps for 2$. Or he'll buy longer-dated $50ps and sell you shorter-dated $50ps. Max risk for him is now 0, max gain is $1. You just gave him free downside insurance, so of course he's going to start going long. And you just traded against yourself, congrats.

You need to get in with patience, especially if you see other autists here wanting to go in at the same time. Don't step on each other's toes. You put in an order, and you wait for it to fill for a couple of seconds. If it doesn't fill, AND the price of the option hasn't moved much recently, you can bump the bid $0.01. And you keep doing that a few times. Move your strikes, if needed. Only get a partial fill or don't get a fill at all? You cancel your bid. Don't fucking leave it hanging there, or you're going to put a floor on the price. Let the mm algos chill out and go again later.

RULE 2. WATCH THE TIME. Algos are especially active at x:00, x:02, x:08, x:12, x:30 and x:58. Try not to buy at those times.
RULE 3. YOU USE MULTIPLE BROKERS. Don't just roll with Robinhood, you're just gimping yourself. If you don't have another one, open up a tasty, IB, TD, Schwab, whatever. But for cheap faggy puts (or calls), Robinhood is the best. If you want to make a play for which the other side would think "That's free money!", Robinhood is the best. Because Citadel will snag that free money shit like no other. Seriously, if you don't have a RH account, open one. It's great for making meme plays.

RULE 4. YOU DON'T START A TRADE WITH BIG POSITIONS. Doesn't matter how big or small your bankroll is. If you go all-in, you're just gambling, and the odds are stacked against you. You need to have extra cash to manage your positions. Which leads to
RULE 5. MANAGING YOUR WINNERS: Your position going for you? Good job! Now POUND THAT SHIT! And again. Move your strikes to cheaper puts/calls, and pound again. And again. Snowball those gains.
RULE 6A. POUND THOSE $0.01 PUTS:
So you bought some puts and they’re going down? Well, the moment they reach $0.01, YOU POUND THOSE PUTS (assuming there’s enough time left on them, not shit expiring in 2h). $0.01 puts have amazing risk/return around the time they reach $0.01. This is not as valid for calls. Long explanation why, but the gist of it is this: you know how calls have unlimited upside while puts have limited upside? Well it’s the reverse of that.
RULE 6B. MANAGING YOUR LOSERS:
Your position going against you? Do you close the position, take your loss porn and post it on wsb? WRONG DUMBASS. You manage that by POUNDING THAT SHIT. Again and again. You don't manage losing positions by closing. That removes your gainz when the market turns around. You ever close a position, just to have it turn out it would have been a winner afterwards? Yeah, don't do that. You manage it by opening other positions. Got puts? Buy calls. Got calls? Buy puts. Turn positions into spreads. Buy spreads. Buy the VIX. Sell the VIX. They wanna pin for OPEX? Sell them options. Not enough bankroll to sell naked? Sell spreads. Make them fight you for your money, motherfuckers, don't just give it away for free. When you trade, YOU have the advantage of choosing when and where to engage. The market can only react. That's your edge, so USE IT! Like this:

Example 1:
Initial TQQQ 5/22 position = $5,000. Starts losing? You pound it.

https://preview.redd.it/gq938ty8e5151.png?width=944&format=png&auto=webp&s=734ab7ed517f0e6822bfaaed5765d1272de398d1
Total pounded in 5/22 TQQQ puts = $10,824. Unfortunately expired worthless (but also goes to show I'm not selling you puts, dickwads)
Then the autists show up:
"Hahaha you lost all your money nice job you fucking idiot why do you even live?" - cscqb4
Wrong fuckface. You see the max pain at SPX 2975 & OPEX pin coming? Sell them some calls or puts (or spreads).

https://preview.redd.it/7nv23fr41a151.jpg?width=750&format=pjpg&auto=webp&s=14a8879c975646ffbfe2942ca1982bfabfcf90df
Sold 9x5/20 SPX [email protected], bam +$6,390. Still wanna pin? Well have some 80x5/22 TQQQ $80cs, bam anotha +$14,700.

https://preview.redd.it/1iqtpmc71a151.jpg?width=750&format=pjpg&auto=webp&s=df9b954131b0877f4acc43038b4a5a4acf544237
+$21,090 - $10,824 = +$10,266 => Turned that shit into a +94.85% gain.

.cscqb4 rn

You have a downside position, but market going up or nowhere? You play that as well. At least make some money back, if not profit.

Example 2:

5/22, long weekend coming right? So you use your brain & try to predict what could happen over the 3-day weekend. Hmm, 3 day weekend, well you should expect either a shitty theta-burn or maybe the pajama traders will try to pooomp that shite on the low volume. Well make your play. I bet on the shitty theta burn, but could be the other, idk, so make a small play.

Sold some ES_F spreads (for those unaware, ES is a 50x multiplier, so 1 SPX = 2 ES = 10 SPY, approximately). -47x 2955/2960 bear call spreads for $2.5. Max gain is $2.5, max loss is 2960-2955 = $5. A double-or-nothing basically. That's $5,875 in premium, max loss = 2x premium = $11,750.
Well, today comes around and futures are pumping. Up to 3,014 now. Do you just roll over? You think I'm gonna sit and take it up the ass? Nah bros that's not how you trade, you fucking fight them. How?
I have:
47x 2960 calls
-47x 2955 calls

Pajama traders getting all up in my grill? Well then I buy back 1 of the 2955 calls. Did that shit yesterday when futures were a little over 2980, around 2982-ish. Paid $34.75, initially shorted at $16.95, so booked a -$892 loss, for now. But now what do I have?

46x 2955/2960 bear calls
1x 2960 long call

So the fuckers can pump it. In fact, the harder they pump it, the more I make. Each $2.5 move up in the futures covers the max loss for 1 spread. With SPX now at ~3015, that call is $55 ITM. Covers 24/46 contracts rn. If they wanna run it up, at 3070 it's break-even. Over that, it's profit. I'll sell them some bear call spreads over 3050 if they run it there too. They gonna dump it? well under 2960 it's profit time again. They wanna do a shitty pin at 3000 today? Well then I'll sell them some theta there.
Later edit: that was written yesterday. Got out with a loss of only $1.5k out of the max $5,875. Not bad.
And that, my dudes, is how you manage a position.

RULE 7 (ESPECIALLY FOR BEARS). YOU DON'T KEEP EXTRA CASH IN YOUR BROKER ACCOUNT. You don't do it with Robinhood, because it's a shitty dumpsterfire of a broker. But you don't do it with other brokers either. Pull that shit out. Preferably to a bank that doesn't play in the markets either, use a credit union or some shit. Why? Because you're giving the market free liquidity. Free margin loans. Squeeze that shit out, make them work for it. Your individual cash probably doesn't make a dent, but a million autists with an extra $1200 trumpbucks means $1.2b. That's starting to move the needle. You wanna make a play, use instant deposits. And that way you don't lose your shit when your crappy ass broker or bank gets its ass blown up on derivative trades. Even if it's FDIC or SIPC insured, it's gonna take time until you see that money again.


Chapter IV. BUSTING YOUR RETARDED MYTHS

MYTH 1 - STONKS ONLY GO UP

Do you think the market can go up forever? Do you think stOnKs oNLy Go uP because Fed brrr? Do you think SPX will be at 5000 by the end of the month? Do you think $1.5 trillion is a good entry point for stonks like AAPL or MSFT? Do you want to buy garbage like Hertz or American Airlines because it's cheap? Did you buy USO at the bottom and are now proud of yourself for making $2? Well, this section is for you!
Let's clear up the misconception that stonks only go up while Fed brrrs.

What's your target for the SPX top? Think 3500 by the end of the year? 3500 by September? 4000? 4500? 5000? Doesn't matter, you can plug in your own variables.

Let's say SPX only goes up, a moderate 0.5% each period as a compounded avg. (i.e. up a bit down a bit whatever, doesn't matter as long as at the end of your period, if you look back and do the math, you'll get that number). Let's call this variable BRRR = 0.005.

Can you do the basic math to calculate the value at the end of x periods? Or did you drop out in 5th grade? Doesn't matter if not, I'll teach you.


Let's say our period is one week. That is, SPX goes up on average 0.5% each week on Fed BRRR:
2950 * (1.005^x), where x is the number of periods (weeks in this case)

So, after 1 month, you have: 2950 * (1.005^4) = 3009
After 2 months: 2950 * (1.005^8) = 3070
End of the year? 2950 * (1.005^28) = 3392

Now clearly, we're already at 3015 on the futures, so we're moving way faster than that. More like at a speed of BRRR = 1%/wk

2950 * (1.01^4) = 3069
2950 * (1.01^8) = 3194
2950 * (1.01^28) = 3897


Better, but still slower than a lot of permabulls would expect. In fact, some legit fucks are seriously predicting SPX 4000-4500 by September. Like this dude, David Hunter, "Contrarian Macro Strategist w/40+ years on Wall Street". IDIOTIC.
https://twitter.com/DaveHcontrarian/status/1263066368414568448

That'd be 2950 * (BRRR^12) = 4000 => BRRR = 1.0257 and 2950 * (BRRR^12) = 4500 => BRRR = 1.0358, respectively.

Here's why that can't happen, no matter the amount of FED BRRR: Leverage. Compounded Leverage.

There's currently over $100b in leveraged etfs with a 2.5x avg. leverage. And that's just the ones I managed to tally, there's a lot of dogshit small ones on top of that. TQQQ alone is now at almost $6b in AUM (topped in Fed at a little over $7b).

Now, let's try to estimate what happens to TQQQ's AUM when BRRR = 1.0257. 3XBRRR = 1.0771. Take it at 3XBRRR = 1.07 to account for slippage in a medium-volatility environment and ignore the fact that the Nasdaq-100 would go up more than SPX anyway.

$6,000,000,000 * (1.07^4) = $7,864,776,060
$6,000,000,000 * (1.07^8) = $10,309,100,000
$6,000,000,000 * (1.07^12) = $13,513,100,000
$6,000,000,000 * (1.07^28) = $39,893,000,000.

What if BRRR = 1.0358? => 3XBRR = 1.1074. Take 3XBRRR = 1.10.
$6,000,000,000 * (1.1^4) = $8,784,600,000
$6,000,000,000 * (1.1^8) = $12,861,500,000
$6,000,000,000 * (1.1^12) = $18,830,600,000
$6,000,000,000 * (1.1^28) = $86,526,000,000

And this would have to get 3x leveraged every day. And this is just for TQQQ.

Let's do an estimation for all leveraged funds. $100b AUM, 2.5 avg. leverage factor, BRRR = 1.0257 => 2.5BRRR = 1.06425

$100b * (1.06^4) = $128.285b
$100b * (1.06^8) = $159.385b
$100b * (1.06^12) = $201.22b
$100b * (1.06^28) = $511.169b

That'd be $1.25 trillion sloshing around each day. And the market would have to lose each respective amount of cash into these leveraged funds. Think the market can do that? You can play around with your own variables. But understand that this is just a small part of the whole picture, many other factors go into this. It's a way to put a simple upper limit on an assumption, to check if it's reasonable.

In the long run, it doesn't matter if the Fed goes BRRR, if TQQQ takes in it's share of 3XBRRR. And the Fed can't go 3XBRRR, because then TQQQ would take in 9XBRRR. And on top of this, you have a whole pile of leveraged derivatives on top of these leveraged things. Watch (or rewatch) this: Selena Gomez & Richard H. Thaler Explaining Synthetic CDO through BLACKJACK

My general point, at the mouth-breather level, is that Fed BRRR cannot be infinite, because leverage.
And these leveraged ETFs are flawed instruments in the first place. It didn't matter when they started out. TQQQ and SQQQ started out at $8m each. For the banks providing the swaps, for the market providing the futures contracts, whatever counter-party to whatever instrument they would use, that was fine. Because it balanced out. When TQQQ made a million, SQQQ lost a million (minus a small spread, which was the bank's profit). Bank was happy, in the long run things would even out. Slippage and spreads and fees would make them money. But then something happened. Stonks only went up. And leveraged ETFs got bigger and more and more popular.
And so, TQQQ ended up being $6-7b, while SQQQ was at $1b. And the same goes for all the other ETFs. Long leveraged ETF AUM became disproportionate to short AUM. And it matters a whole fucking lot. Because if you think of the casino, TQQQ walks up every day and says "I'd like to put $18b on red", while SQQQ walks up and says "I'd only like to put $3b on black". And that, in turn, forces the banks providing the swaps to either eat shit with massive losses, or go out and hedge. Probably a mix of both. But it doesn't matter if the banks are hedged, someone else is on the other side of those hedges anyway. Someone's eating a loss. Can think of it as "The Market", in general, eating the loss. And there's only so much loss the market can eat before it craps itself.

If you were a time traveller, how much money do you think you could make by trading derivatives? Do you think you could make $20 trillion? You know the future prices after all... But no, you couldn't. There isn't enough money out there to pay you. So you'd move the markets by blowing them up. Call it the Time-travelling WSB Autist Paradox.

If you had a bucket with a hole in the bottom, even if you poured an infinite amount of water into it, it would never be full. Because there's a LIQUIDITY SINK, just like there is one in the markets.
And that, my mouth-breathing friends, is the reason why FED BRRR cannot be infinite. Or alternatively, "STONKS MUST GO BOTH UP AND DOWN".

MYTH 2 - YOU CAN'T TIME THE MARKET

On Jan 14, 2020, I predicted this: Assuming that corona doesn't become a problem, "AAPL: Jan 28 $328.3, Jan 31 $316.5, April 1 $365.7, May 1 $386, July 1 $429 December 31 $200."
Now take a look at the AAPL chart in January. After earnings AAPL peaked at $327.85. On 1/31, after the 1st hour of trading, when the big boys make moves, it was at $315.63. Closed 1/31 at $309.51. Ya think I pulled this one out of my ass too?
Yes you can time it. Flows, motherfucker, flows. Money flow moves everything. And these days, we have a whole lot of RETARDED FLOW. Can't even call it dumb flow, because it literally doesn't think. Stuff like:

  • ETF flows. If MSFT goes up and AAPL goes down, part of that flow is going to move from AAPL to MSFT. Even if MSFT flash-crashes up to $1000, the ETF will still "buy". Because it's passive.
  • Option settlement flows. Once options expire, money is going to flow from one side to another, and that my friends is accurately predictable from the data.
  • Index rebalancing flows
  • Buyback flows
  • 401k passive flows
  • Carry trade flows
  • Tax day flows
  • Flows of people front-running the flows

And many many others. Spot the flow, and you get an edge. How could I predict where AAPL would be after earnings within 50 cents and then reverse down to $316 2 days later? FLOWS MOTHERFUCKER FLOWS. The market was so quiet in that period, that is was possible to precisely figure out where it ended up. Why the dump after? Well, AAPL earnings (The 8-K) come out on a Wednesday. The next morning, after market opens the 10-Q comes out. And that 10-Q contains a very important nugget of information: the latest number of outstanding shares. But AAPL buybacks are regular as fuck. You can predict the outstanding shares before the market gets the 10-Q. And that gives you EDGE. Which leads to

MYTH 3 - BUYBACKS DON'T MATTER

Are you one of those mouthbreathers that parrots the phrase "buybacks are just a tax-efficient way to return capital to shareholders"? Well sit the fuck down, I have news for you. First bit of news, you're dumb as shit. Second bit:

On 1/28, AAPL's market cap is closing_price x free_float_outstanding_shares. But that's not the REAL MARKET CAP. Because the number of outstanding shares is OLD AS FUCK. When the latest number comes out, the market cap changes instantly. And ETFs start moving, and hedges start being changed, and so on.

"But ETFs won't change the number of shares they hold, they will still hold the same % of AAPL in the index" - random_wsb_autist

Oh my fucking god you're dumb as fuck. FLOWS change. And the next day, when TQQQ comes by and puts its massive $18b dong on the table, the market will hedge that differently. And THAT CAN BE PREDICTED. That's why AAPL was exactly at $316 1 hour after the market opened on 1/31.

So, what can you use to spot moves? Let me show you:
Market topped on 2/19. Here’s SPY. I even marked interesting dates for you with vertical lines.

https://preview.redd.it/7agm171eh5151.png?width=3713&format=png&auto=webp&s=d94b90dcd634c8dc688925585bf0a02c3299f71b
Nobody could have seen it coming, right? WRONG AGAIN. Here:

https://preview.redd.it/i1kdp3cgh5151.png?width=3713&format=png&auto=webp&s=7a1e086e9217846547efd3b6c5249f4a7ebe6d9e
In fact, JPYUSD gave you two whole days to see it. Those are NOT normal JPYUSD moves. But hey maybe it’s just a fluke? Wrong again.

https://preview.redd.it/fsyhenckh5151.png?width=3693&format=png&auto=webp&s=03200e10b008257ae15d40b474c4cf4d8c23670f
Forex showed you that all over the place. Why? FLOWS MOTHERFUCKER FLOWS. When everything moves like that, it means the market needs CASH. It doesn’t matter why, but remember people pulling cash out of ATMs all over the world? Companies drawing massive revolvers? Just understand what this flow means.
The reversal:
https://preview.redd.it/4xe97l0oh5151.png?width=1336&format=png&auto=webp&s=07aaa93f6b1d8f542101e40e431edccbc109918f
https://preview.redd.it/v6i0pdmoh5151.png?width=1338&format=png&auto=webp&s=74d5589961db2f978d4d582e6d7c58a85f6305f9
But it wasn’t just forex. Gold showed it to you as well. Bonds showed it to you as well.
https://preview.redd.it/40j53u8th5151.png?width=3711&format=png&auto=webp&s=fe39ab51321d0f98149d33e33253e69f96c48e23
Even god damn buttcoin showed it to you.
https://preview.redd.it/43lvafhvh5151.png?width=3705&format=png&auto=webp&s=1ef53283cbc0fb97f71c1ba935c0bd747809636e
And they all did it for 2 days before the move hit equities.

Chapter V. LIQUIDITY NUKE INBOUND
You see all these bankruptcies that happened so far, and all the ones that are going to follow? Do you think that’s just dogshit companies and it won’t have major effects on anything outside them? WRONG.
Because there’s a lot of leveraged instruments on top of those equities. When the stock goes to 0, all those outstanding puts across all expirations get instantly paid.
Understand that Feb-March was a liquidity MOAB. But this will end with a liquidity nuke.
Here’s just HTZ for example: $239,763,550 in outstanding puts. Just on a single dogshit small-cap company (this thing was like $400m mkt. cap last week).
And that’s just the options on the equity. There’s also instruments on etfs that hold HTZ, on the bonds, on the ETFs that hold their bonds, swaps, warrants, whatever. It’s a massive pile of leverage.
Then there’s also the ripple effects. Were you holding a lot of HTZ in your brokerage margin account? Well guess what big boi, when that gaps to 0 you get a margin call, and then you become a liquidity drain. Holding long calls? 0. Bonds 0. DOG SHIT!
And the market instantly goes from holding $x in assets (HTZ equity / bonds / calls) to holding many multiples of x in LIABILITIES (puts gone wrong, margin loans, derivatives books, revolvers, all that crap). And it doesn’t matter if the Fed buys crap like HTZ bonds. You short them some. Because when it hits 0, it’s no longer about supply and demand. You get paid full price, straight from Jerome’s printer. Is the Fed going to buy every blown up derivative too? Because that's what they'd have to do.
Think of liquidity as a car. The faster it goes, the harder it becomes to go even faster. At some point, you can only go faster by driving off a cliff. THE SQUEEZE. But you stop instantly when you hit the ground eventually. And that’s what shit’s doing all over the place right now.
Rewatch: https://www.youtube.com/watch?v=3hG4X5iTK8M
And just like that fucker, “I’m standing in front of a burning house, and I’m offering you fire insurance on it.”

Don’t baghold!
Now is not the time to baghold junk. Take your cash. Not the time to buy cheap crap. You don’t buy Hertz. You don’t buy USO. You don’t buy airlines, or cruises, or GE, or motherfucking Disney. And if you have it, dump that shit.
And the other dogshit that’s at ATH, congrats you’re in the green. Now you take your profits and fucking dump that shit. I’m talking shit like garbage SaaS, app shit, AI shit, etc. Garbage like MDB, OKTA, SNAP, TWLO, ZM, CHGG etc.
And you dump those garbage ass leveraged ETFs. SQQQ, TQQQ, whatever, they’re all dogshit now.
The leverage MUST unwind. And once that’s done, some of you will no longer be among us if you don’t listen. A lot of leveraged ETFs will be gone. Even some non-leveraged ETFs will be gone. Some brokers will be gone, some market makers will be gone, hell maybe even some big bank has to go under. I can’t know which ones will go poof, but I can guarantee you that some will. Another reason to diversify your shit. There’s a reason papa Warrant Buffet dumped his bags, don’t think you’re smarter than him. He may be senile, but he’s still a snake.
And once the unwind is done, THEN you buy whatever cheap dogshit’s still standing.
Got it? Good.
You feel ready to play yet? Alright, so you catch a move. Or I post a move and you wanna play it. You put on a small position. When it’s going your way, YOU POUND DAT SHIT. Still going? Well RUSH B CYKA BLYAT AND PLANT THE GOD DAMN 3/20 $30p BOMB.

Chapter VI - The mouthbreather-proof play - THE AKIMBO
Still a dumbass that can’t make a play? Still want to go long? Well then, I got a dumbass-proof trade for you. I present to you THE AKIMBO:

STEP 1. You play this full blast. You need some real Russian hardbass to get you in the right mood for trading, cyka.
STEP 2. Split your play money in 3. Remember to keep extra bankroll for POUNDING THAT SHIT.
STEP 3. Use 1/3 of your cash to buy SQQQ 9/18 $5p, pay $0.05. Not more than $0.10.
STEP 4. Use 1/3 of your cash to buy TQQQ 9/18 $20p, pay around $0.45. Alternatively, if you’re feeling adventurous, 7/17 $35p’s for around $0.5.
STEP 5. Use 1/3 of your cash to buy VIX PUT SPREADS 9/15 $21/$20 spread for around $0.15, no more than $0.25. That is, you BUY the 21p and SELL the 20p. Only using Robinhood and don’t have the VIX? What did I just tell you? Well fine, use UVXY then. Just make sure you don’t overpay.


Chapter VII - Quick hints for non-mouthbreathers
Quick tips, cuz apparently I'm out of space, there's a 40k character limit on reddit posts. Who knew?

  1. Proshares is dogshit. If you don't understand the point in my last post, do this: download https://accounts.profunds.com/etfdata/ByFund/SQQQ-historical_nav.csv and https://accounts.profunds.com/etfdata/ByFund/SQQQ-psdlyhld.csv. Easier to see than with TQQQ. AUM: 1,174,940,072. Add up the value of all the t-bills = 1,686,478,417.49 and "Net other assets / cash". It should equal the AUM, but you get 2,861,340,576. Why? Because that line should read: NET CASH = -$511,538,344.85
  2. Major index rebalancing June 22.
  3. Watch the violent forex moves.
  4. 6/25 will be red. Don't ask, play a spread, bag a 2x-er.
  5. 6/19 will be red.
  6. Not settled yet, but a good chance 5/28 is red.
  7. Front run the rebalance. Front-run the front-runners of the rebalance too. TQQQ puts.
  8. Major retard flow in financials yesterday. Downward pressure now. GS 180 next weeks looks good.
  9. Buy leaps puts on dogshit bond ETFs (check holdings for dogshit)
  10. Buy TLT 1/15/2021 $85ps for cheap, sell over $1 when the Fed stops the ass rape, rinse and repeat
  11. TQQQ flow looks good:
https://preview.redd.it/untvykuxea151.jpg?width=750&format=pjpg&auto=webp&s=a0a38c0acb088ebff689d043e48466eb76d38e2f

Good luck. Dr. Retard TQQQ Burry out.
submitted by dlkdev to wallstreetbets [link] [comments]

India free classified ads sites without registration

A publicizing like in paper, online and magazines which are distributed with no charge or sold is known as detailed promotion. Likewise, these promotions are less expensive than ads that are displayed; however, they are much being used. These days the online ad promotion is the most helpful and effectively reachable methods for publicizing as around 40% of the total populace has a web association today. Now we will examine an online classified commercial technique which let us post free advertisement on free websites.
What is Web-based Promoting Posting?
Web-based publicizing is a method for showcasing and publicizing through the web for expanding the business opportunity and advancing your business.
What are the advantages of posting free Advertisements on Classified Sites?
The following are the benefits of why online promotion has become very useful today:
· Increment the traffic of the site
· Free advertisement posting locales
· Saves Time
· Incredible opportunity
· Effectively congenial
There are many free worldwide advertisements posting websites accessible around on the web today which give free promotion posting administrations. Likewise, there are many free grouped advertisements posting programming on the internet, which you can download and utilize it for posting promotion all-around effectively. A few of those sites post an ad without enlistment or sign up.
Here are some free sites for advertisement posting:
Clickindia:
It is a reputed website based in India which offers numerous advantages when it comes to ad posting. There are different categories on offer in terms of products and services, and you can choose any type depending upon your business requirement. It is one reputed website in India in terms of advertising.
Expressclassifieds.in:
Renowned as another top-rated ad promotion site, they also have several options when it comes to ad posting. It is a site, as known by the name itself, offers quick search options and filters so that you can screen the product and item you are looking for and find the ideal product for you. It is equally a good site for both buyers and sellers alike.
Asklaila:
Another viral classified website where you can both post and look for any information regarding pets, entertainment, coffee shop, shopping, nightlife, doctors, movies, and several other things. It is a very renowned classified site in India and everything in store for you to find your requirement.
Justdial.com:
Today, you will hardly fond anyone who doesn’t have any idea about justdial.com. It has an enormous database of different sections, which include buying air tickets, automobiles, recharge, book hotels, cab rentals, medicines, fitness, and numerous more. They offer essential information in terms of jobs if you are looking for full time as well as part-time. It is one of the oldest classified websites and once you have reached here for searching something you will get it for sure. You can also post numerous ads under the several categories available here.
Ishuads.in:
Ishuads.in is another classified website for free ad posting; this is a website where you can get all you need to promote your product. They also offer different sections where you can opt for the category of product or service and post your ad. There is also an option of phone number verification which is essential because once you do so, more customers will be able to reach you and vice-versa. It is a useful online platform for your brand promotion. You should try this no matter whatever campaign you are in. It is free to post your ads.
Whereincity.com:
It is another online platform for advertisement and promotion, which is free for posting as well. This website offers plenty of search options and different categories to choose from. Apart from the free classifieds, it provides several other services like Hotel Reservations, booking through SMS, Forex Trading, Airlines booking, and plenty more options. You may post several ads under several categories offered there.
adsglobe.com:
As the name suggests, it covers areas that can exist in this world. If you open their website, you will find all the information on the front page itself. Their interface is straightforward with all the categories provided as a list so that you do not have to search them manually. The critical thing to know that you may not need to register here to post your ad and ad posting is free. So choose your category, fill up the necessary details, and the go-ahead to post your ad in a single click.
Postfreeads.in:
Postfreeads.in is a classified website which has made their mark not so long ago. It has plenty of categories that you can choose for the promotion of your product. It is a very much user-friendly website where you will have access to all the information that too free of cost. You will not need to register here as it is not mandatory and you will be able to post your ad under the suitable section. Already, numerous individuals and enterprises have posted their ads under this platform. It is growing even stronger with the passing of every year. If you have not come across this site to date, go through it and explore all the options here.
Freeadsmax.com:
If you have come across this site before, you must know freeadsmax is very useful as a classified ad website. There are different sections on this website, which you will get to see once you open the home page of the website. The different categories here include anything that you would like to buy or sell, education and training, services, a section for different types of jobs available, travel and holidays, exchanging two-wheelers or other automobiles and so on. Through this website, you can reach the audience all over India. Try this website as it is free as well if you have not tried it before.
Conclusion:
There are numerous opportunities galore if you are new in your business and are trying to reach the mass market. Today, the presence of online portals has made everything possible, and expanding your market has never been easy like it is today. Hence, to make yourself successful, start building your online presence today.
submitted by KeishaM to globalnewsroom [link] [comments]

Looking back 18 months.

I was going through old emails today and came across this one I sent out to family on January 4, 2018. It was a reflection on the 2017 crypto bull market and where I saw it heading, as well as some general advice on crypto, investment, and being safe about how you handle yourself in cryptoland.
I feel that we are on the cusp of a new bull market right now, so I thought that I would put this out for at least a few people to see *before* the next bull run, not after. While the details have changed, I don't see a thing in this email that I fundamentally wouldn't say again, although I'd also probably insist that people get a Yubikey and use that for all 2FA where it is supported.
Happy reading, and sorry for some of the formatting weirdness -- I cleaned it up pretty well from the original email formatting, but I love lists and indents and Reddit has limitations... :-/
Also, don't laught at my token picks from January 2018! It was a long time ago and (luckliy) I took my own advice about moving a bunch into USD shortly after I sent this. I didn't hit the top, and I came back in too early in the summer of 2018, but I got lucky in many respects.
----------------------------------------------------------------------- Jan-4, 2018
Hey all!
I woke up this morning to ETH at a solid $1000 and decided to put some thoughts together on what I think crypto has done and what I think it will do. *******, if you could share this to your kids I’d appreciate it -- I don’t have e-mail addresses, and it’s a bit unwieldy for FB Messenger… Hopefully they’ll at least find it thought-provoking. If not, they can use it as further evidence that I’m a nutjob. 😉
Some history before I head into the future.
I first mined some BTC in 2011 or 2012 (Can’t remember exactly, but it was around the Christmas holidays when I started because I had time off from work to get it set up and running.) I kept it up through the start of summer in 2012, but stopped because it made my PC run hot and as it was no longer winter, ********** didn’t appreciate the sound of the fans blowing that hot air into the room any more. I’ve always said that the first BTC I mined was at $1, but looking back at it now, that’s not true – It was around $2. Here’s a link to BTC price history.
In the summer of 2013 I got a new PC and moved my programs and files over before scrapping the old one. I hadn’t touched my BTC mining folder for a year then, and I didn’t even think about salvaging those wallet files. They are now gone forever, including the 9-10BTC that were in them. While I can intellectually justify the loss, it was sloppy and underlines a key thing about cryptocurrency that I believe will limit its widespread adoption by the general public until it is addressed and solved: In cryptoland, you are your own bank, and if you lose your password or account number, there is no person or organization that can help you reset it so that you can get access back. Your money is gone forever.
On April 12, 2014 I bought my first BTC through Coinbase. BTC had spiked to $1000 and been in the news, at least in Japan. This made me remember my old wallet and freak out for a couple of months trying to find it and reclaim the coins. I then FOMO’d (Fear Of Missing Out”) and bought $100 worth of BTC. I was actually very lucky in my timing and bought at around $430. Even so, except for a brief 50% swing up almost immediately afterwards that made me check prices 5 times a day, BTC fell below my purchase price by the end of September and I didn’t get back to even until the end of 2015.
In May 2015 I bought my first ETH at around $1. I sent some guy on bitcointalk ~$100 worth of BTC and he sent me 100 ETH – all on trust because the amounts were small and this was a small group of people. BTC was down in the $250 range at that point, so I had lost 30-40% of my initial investment. This was of the $100 invested, so not that much in real terms, but huge in percentages. It also meant that I had to buy another $100 of BTC on Coinbase to send to this guy. A few months after I purchased my ETH, BTC had doubled and ETH had gone down to $0.50, halving the value of my ETH holdings. I was even on the first BTC purchase finally, but was now down 50% on the ETH I had bought.
The good news was that this made me start to look at things more seriously. Where I had skimmed white papers and gotten a superficial understanding of the technology before FOMO’ing, I started to act as an investor, not a speculator. Let me define how I see those two different types of activity:
So what has been my experience as an investor? After sitting out the rest of 2015 because I needed to understand the market better, I bought into ETH quite heavily, with my initial big purchases being in March-April of 2016. Those purchases were in the $11-$14 range. ETH, of course, dropped immediately to under $10, then came back and bounced around my purchase range for a while until December of 2016, when I purchased a lot more at around $8.
I also purchased my first ICO in August of 2016, HEAT. I bought 25ETH worth. Those tokens are now worth about half of their ICO price, so about 12.5ETH or $12500 instead of the $25000 they would be worth if I had just kept ETH. There are some other things with HEAT that mean I’ve done quite a bit better than those numbers would suggest, but the fact is that the single best thing I could have done is to hold ETH and not spend the effort/time/cost of working with HEAT. That holds true for about every top-25 token on the market when compared to ETH. It certainly holds true for the many, many tokens I tried to trade in Q1-Q2 of 2017. In almost every single case I would have done better and slept better had I just held ETH instead of trying to be smarter than Mr. Market.
But, I made money on all of them except one because the crypto market went up more in USD terms than any individual coin went down in ETH or BTC terms. This underlines something that I read somewhere and that I take to heart: A rising market makes everyone seem like a genius. A monkey throwing darts at a list of the top 100 cryptocurrencies last year would have doubled his money. Here’s a chart from September that shows 2017 year-to-date returns for the top 10 cryptocurrencies, and all of them went up a *lot* more between then and December. A monkey throwing darts at this list there would have quintupled his money.
When evaluating performance, then, you have to beat the monkey, and preferably you should try to beat a Wall Street monkey. I couldn’t, so I stopped trying around July 2017. My benchmark was the BLX, a DAA (Digital Asset Array – think fund like a Fidelity fund) created by ICONOMI. I wasn’t even close to beating the BLX returns, so I did several things.
  1. I went from holding about 25 different tokens to holding 10 now. More on that in a bit.
  2. I used those funds to buy ETH and BLX. ETH has done crazy-good since then and BLX has beaten BTC handily, although it hasn’t done as well as ETH.
  3. I used some of those funds to set up an arbitrage operation.
The arbitrage operation is why I kept the 11 tokens that I have now. All but a couple are used in an ETH/token pair for arbitrage, and each one of them except for one special case is part of BLX. Why did I do that? I did that because ICONOMI did a better job of picking long-term holds than I did, and in arbitrage the only speculative thing you must do is pick the pairs to trade. My pairs are (No particular order):
I also hold PLU, PLBT, and ART. These two are multi-year holds for me. I have not purchased BTC once since my initial $200, except for a few cases where BTC was the only way to go to/from an altcoin that didn’t trade against ETH yet. Right now I hold about the same 0.3BTC that I held after my first $100 purchase, so I don’t really count it.
Looking forward to this year, I am positioning myself as follows:
Looking at my notes, I have two other things that I wanted to work into this email that I didn’t get to, so here they are:
  1. Just like with free apps and other software, if you are getting something of value and you didn’t pay anything for it, you need to ask why this is. With apps, the phrase is “If you didn’t pay for the product, you are the product”, and this works for things such as pump groups, tips, and even technical analysis. Here’s how I see it.
    1. People don’t give tips on stocks or crypto that they don’t already own that stock or token. Why would they, since if they convince anyone to buy it, the price only goes up as a result, making it more expensive for them to buy in? Sure, you will have friends and family that may do this, but people in a crypto club, your local cryptocurrency meetup, or online are generally not your friends. They are there to make money, and if they can get you to help them make money, they will do it. Pump groups are the worst of these, and no matter how enticing it may look, stay as far away as possible from these scams. I even go so far as to report them when I see them advertise on FB or Twitter, because they are violating the terms of use.
    2. Technical analysis (TA) is something that has been argued about for longer than I’ve been alive, but I think that it falls into the same boat. In short, TA argues that there are patterns in trading that can be read and acted upon to signal when one must buy or sell. It has been used forever in the stock and foreign exchange markets, and people use it in crypto as well. Let’s break down these assumptions a bit.
i. First, if crypto were like the stock or forex markets we’d all be happy with 5-7% gains per year rather than easily seeing that in a day. For TA to work the same way in crypto as it does in stocks and foreign exchange, the signals would have to be *much* stronger and faster-reacting than they work in the traditional market, but people use them in exactly the same way.
ii. Another area where crypto is very different than the stock and forex markets centers around market efficiency theory. This theory says that markets are efficient and that the price reflects all the available information at any given time. This is why gold in New York is similar in price to gold in London or Shanghai, and why arbitrage margins are easily <0.1% in those markets compared to cryptoland where I can easily get 10x that. Crypto simply has too much speculation and not enough professional traders in it yet to operate as an efficient market. That fundamentally changes the way that the market behaves and should make any TA patterns from traditional markets irrelevant in crypto.
iii. There are services, both free and paid that claim to put out signals based on TA for when one should buy and sell. If you think for even a second that they are not front-running (Placing orders ahead of yours to profit.) you and the other people using the service, you’re naïve.
iv. Likewise, if you don’t think that there are people that have but together computerized systems to get ahead of people doing manual TA, you’re naïve. The guys that I have programming my arbitrage bots have offered to build me a TA bot and set up a service to sell signals once our position is taken. I said no, but I am sure that they will do it themselves or sell that to someone else. Basically they look at TA as a tip machine where when a certain pattern is seen, people act on that “tip”. They use software to see that “tip” faster and take a position on it so that when slower participants come in they either have to sell lower or buy higher than the TA bot did. Remember, if you are getting a tip for free, you’re the product. In TA I see a system when people are all acting on free preset “tips” and getting played by the more sophisticated market participants. Again, you have to beat that Wall Street monkey.
  1. If you still don’t agree that TA is bogus, think about it this way: If TA was real, Wall Street would have figured it out decades ago and we would have TA funds that would be beating the market. We don’t.
  2. If you still don’t agree that TA is bogus and that its real and well, proven, then you must think that all smart traders use them. Now follow that logic forward and think about what would happen if every smart trader pushing big money followed TA. The signals would only last for a split second and would then be overwhelmed by people acting on them, making them impossible to leverage. This is essentially what the efficient market theory postulates for all information, including TA.
OK, the one last item. Read this weekly newsletter – You can sign up at the bottom. It is free, so they’re selling something, right? 😉 From what I can tell, though, Evan is a straight-up guy who posts links and almost zero editorial comments.
Happy 2018.
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financial advisory full definition

The financial advisory full definition

A Monetary Advisor's Many Roles

A monetary advisor is your planning associate. To illustrate you need to retire in 20 years or ship your youngster to a non-public college in 10 years. To perform your objectives, it's possible you'll want a skilled professional to assist make these plans an actuality, and that’s the place a monetary advisor is available in.
Collectively, you and your advisor will cowl many subjects, together with the amount of cash you need to save, the sorts of accounts you want, the sorts of insurance coverage you need to have (together with long-term care, time period life, and incapacity) and property and tax planning.
The monetary advisor can be an educator. A part of the advisor's job is that will help you perceive what's concerned in assembly your future objectives. The schooling course of could embrace detailed assist with monetary subjects. At first of your relationship, these subjects could possibly be budgeting and saving. As you advance in your data, the advisor will help you in understanding advanced funding, insurance coverage, and tax issues.
The 1st step within the monetary advisory course is knowing your financial health. You'll be able to correctly plan for the long run without understanding the place you stand immediately. Sometimes, you can be requested to finish an in-depth written questionnaire. Your solutions assist the advisor to perceive your state of affairs and make sure you do not overlook any essential data.
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The Monetary Questionnaire

The advisor works with you to get an entire image of your property, liabilities, revenue, and bills. On the questionnaire, additionally, you will point out future pensions and revenue sources, venture retirement wants and describes any long-term monetary obligations. In brief, you’ll checklist all present and anticipated investments, pensions, items and sources of revenue.
The investing element of the questionnaire touches upon extra subjective subjects, reminiscent of your risk tolerance and risk capacity. An understanding of threat assists the advisor when it’s time to find out your funding asset allocation. You may let the advisor know your funding preferences as nicely.
The preliminary evaluation additionally contains an examination of different monetary administration subjects reminiscent of insurance coverage points and your tax state of affairs. The advisor wants to pay attention to your present estate plan (or lack thereof) in addition to different professionals in your planning group, reminiscent of accountants and legal professionals. When you and the advisor perceive your current monetary place and future projections, you’re able to work collectively on a plan to fulfil your life and monetary objectives.

Creating The Monetary Plan

The monetary advisor synthesizes all of this preliminary data right into a comprehensive financial plan that may function a roadmap to your monetary future. It begins with an abstract of the important thing findings out of your preliminary questionnaire and summarizes your present monetary state of affairs, together with internet price, property, liabilities, and liquid or working capital. The monetary plan additionally recaps the objectives you and the advisor mentioned.
The evaluation part of this prolonged doc drills down into a number of subjects, together with your threat tolerance, estate-planning particulars, household state of affairs, long-term care risk, and different pertinent current and future monetary points.
Primarily based upon your anticipated internet price and future revenue at retirement, the plan will create simulations of doubtless best- and worst-case retirement eventualities, together with the scary risk of outliving your cash, so steps may be taken to forestall that end result. It's going to have a look at cheap withdrawal charges in retirement out of your portfolio property. Moreover, if you're married or in a long-term partnership, the plan will contemplate survivorship points and monetary eventualities for the surviving associate.
After you assessment the plan with the advisor and modify it as mandatory, you’re prepared for motion.

Advisors Plan Motion Steps

A monetary advisor is not only somebody who helps with investments. Their job is that will help you with each facet of your monetary life. In truth, you may work with a monetary advisor without having them handle your portfolio or advocate investments in any respect.
For many individuals, nevertheless, funding recommendation is a significant purpose to work with a monetary advisor. If you happen to select this route, right here’s what to anticipate.
The advisor will arrange an asset allocation that matches each your threat tolerance and threat capability. The asset allocation is solely a rubric to find out what proportion of your complete monetary portfolio might be distributed throughout varied asset lessons. An extra risk-averse particular person can have a better focus of presidency bonds, certificates of deposit and cash market holdings, whereas a person who's extra snug with the threat will tackle extra shares and company bonds and maybe funding actual property. Your asset allocation might be adjusted to your age and for a way lengthy you could have earlier than retirement. Every monetary advisory agency will act in accordance with the regulation and with its firm funding coverage when shopping for and promoting the monetary property.

Monetary Advisors and Investments

It’s essential for you, as the buyer, to grasp what your planner recommends and why. You shouldn't blindly comply with an advisor’s suggestions; it’s your cash, and you need to perceive the way it’s being deployed. Preserve an in-depth eye on the charges you're paying, each to your advisor and for any funds purchased for you.
Ask your advisor why they advocate particular investments and whether or not they're receiving a fee for promoting you these investments. Be alert for potential conflicts of interest.
A commonality amongst corporations is that monetary merchandise is chosen to suit the shopper’s threat profile. Take, for instance, a 50-year-old man who’s already amassed sufficient internet price for retirement and is predominantly fascinated with capital preservation. He could have a really conservative asset allocation of 45% in inventory property (which can embrace particular person shares, mutual funds and/or ETFs) and 55% in fixed-income assets reminiscent of bonds. Alternatively, a 40-year-old girl with a smaller internet price and a willingness to tackle extra threat to construct up her monetary portfolio could go for an asset allocation of 70% inventory property, 25% fixed-income property and 5% alternative investments.
Whereas bearing in mind the agency’s funding philosophy, your private portfolio will suit yours wants primarily based on how quickly you want the cash, your investment horizon, and your current and future objectives.

Common Monetary Monitoring

As soon as your funding plan is in place, you’ll obtain common statements out of your advisor updating you in your portfolio. The advisor can even arrange common conferences to assessment your objectives and progress and to reply to any questions you could have. Assembly remotely by way of cellphone or video chat will help make these contacts occur extra typically.
Along with common, ongoing conferences, it’s essential to seek the advice of together with your monetary advisor once you anticipate a significant change in your life that might impact your financial picture, reminiscent of getting married or divorced, including a toddler to your loved ones, shopping for or promoting a house, altering jobs or getting promoted.

Indicators You Might Want an Advisor

Anybody can work with a monetary advisor at any age and any stage of life. You don’t should have an excessive internet price; you simply have to seek out an advisor suited to your situation.
The choice to enlist skilled assist together with your cash is an extremely private one, however, any time you’re feeling overwhelmed, confused, wired or scared by your monetary state of affairs could also be a very good time to search for a monetary advisor.
It’s additionally advantageous to strategy one once you’re coming from a place of energy however need somebody to make sure that you’re heading in the right direction and recommend potential enhancements to your plan which may make it easier to obtain your objectives extra successfully.
Lastly, should you don’t have the time or curiosity to handle your funds, that’s one other good purpose to rent a monetary advisor.
These are some basic causes you would possibly want an advisor’s skilled assist. Listed below are some extra particular ones.

None of Your Financial savings Is Invested or You Don’t Know How you can Make investments

As a result of we dwell in a world of inflation, any cash you retain in money or in a low-interest account declines in worth annually. Investing is the one technique to make your cash develop, and until you could have exceptionally excessive revenue, investing is the one approach most individuals will ever come up with the money to retire.

You Have Investments, however, You’re Constantly Dropping Cash

Even the perfect buyers lose cash when the market is down or once they decide that doesn’t prove as they’d hoped, however general, investing ought to improve your internet price significantly. If it’s not doing that, hiring a monetary advisor will help you discover out what you’re doing incorrect and proper your course earlier than it’s too late.

You Don’t Have a Present Property Plan

A monetary advisor may make it easier to put collectively a property plan to ensure your property are dealt with in response to your needs after you die. And should you aren’t correctly insured (or aren’t positive what insurance coverage you want), a monetary advisor will help with that, too. Certainly, a fee-only monetary advisor could possibly supply a much less biased opinion than an insurance coverage agent can.

Serving to You Attain Your Objectives

Monetary advisors can help you with investing and reaching your long-term objectives in so some ways. Listed below are 5:
  1. Experience. Monetary advisors know extra about investing and managing cash than most individuals. They'll information you to higher selections than you would possibly make by yourself.
  2. Accountability. Monetary advisors assist hold you on the monitor by speaking you out of constructing emotional choices about your cash, like shopping for an inventory that’s been skyrocketing or promoting all of your inventory funds when the market plummets.
  3. Recommendation. It’s within the title: Monetary advisors could make strategies about the perfect methods to implement to enhance your funds, from what to investments to make to what insurance coverage to purchase.
  4. Evolution. As your life circumstances change, a monetary advisor will help you modify your monetary plan in order that it at all times suits your present state of affairs.
  5. Motion. Many individuals don’t take the steps they need to handle their funds as a result of they’re too busy or too unsure about what to do. Working with a monetary advisor means another person can deal with what you don’t have time for and ensure your cash is being deployed in one of the simplest ways.

The Prices of a Monetary Advisor

A rule proposed by the Division of Labor (DOL) would have required all monetary professionals who work with retirement plans or give retirement plan recommendation to supply recommendation that's within the shopper’s greatest curiosity (the fiduciary standard), versus merely appropriate for the shopper (the suitability standard). The rule was handed, its implementation was delayed after which a courtroom killed it.
However within the roughly three-year interval between President Obama's proposal of the rule and its eventual demise, the media shed extra mild than it had beforehand on the other ways monetary advisors work, how they cost for his or her companies and the way the suitability commonplace may be much less useful to shoppers than the fiduciary commonplace. Some monetary advisors determined to voluntarily transfer to a fiduciary commonplace or extra closely promote that they already operated underneath that commonplace. Others, reminiscent of licensed monetary planners™, already adhered to this commonplace. However, even underneath the DOL rule, the fiduciary standard wouldn't have utilized to the non-retirement recommendation – an ordinary certain to trigger confusion.
Below the suitability commonplace, monetary advisors work on a fee for the merchandise they promote to shoppers. This implies the shopper could by no means obtain an invoice from the monetary advisor. Then again, they might find yourself with monetary merchandise that charger greater charges than others available on the market – however, pay the advisor an excessive fee for placing shoppers into them.
Below the fiduciary commonplace, advisors cost shoppers by the hour or as a proportion of the property underneath administration. A typical proportion charge is 1%, whereas a typical hourly fee for monetary recommendation ranges from $120 to $300. Charges range by location and the advisor’s expertise. Some advisors could supply decrease charges to assist shoppers who're simply getting began with monetary planning and mightn't afford a lot. A preliminary session is commonly free and supplies an opportunity for each the shopper and the advisor to see in the event that they’re a very good match for one another.
Financial advisors can also earn a mixture of charges and commissions. A fee-based monetary advisor is not the same as a fee-only financial advisor. A fee-based advisor could earn a charge for growing a monetary plan for you, however nonetheless earn a fee for promoting you a sure insurance coverage product or funding. A fee-only monetary advisor earns no commissions.
The Securities and Alternate Fee proposed its personal fiduciary rule referred to as Regulation Best Interest in April 2018. In some methods, it will be much less strict than the DOL’s fiduciary rule would have been, doubtlessly addressing the considerations of a number of the DOL rule’s critics. In one other approach, it will be broader: It might not be restricted to retirement investments.

Contemplating a Robo-Advisor

A digital monetary advisor, or robot-advisor, is an organization that makes use of pc algorithms to handle your cash primarily based in your solutions to questions on your objectives and threat tolerance. Robo-advisors don’t require you to have a lot of cash to get began they usually price lower than human monetary advisors. Examples embrace Betterment and Wealthfront. These companies can save you time and take the emotion out of investing.
However, a robust-advisor can’t communicate with you about one of the simplest ways to get out of debt or fund your youngster’s schooling. It can also speak you out of promoting your investments out of concern when you have to be holding on to them for the long term. Nor can it make it easier to construct and handle a portfolio of particular person shares. Robo-advisors usually make investments shoppers’ cash in a portfolio of ETFs and mutual funds that present inventory and bond publicity and monitor a market index. And if in case you have a posh property or tax problem, you want the extremely personalised recommendation that solely a human can supply (for now, anyway).
Some corporations, nevertheless, mix digitally managed portfolio funding with the choice for human interplay – at an extra price. One such service is Personal Capital. Some individuals name these companies digital advisors as a result of interactions occur by cellphone or video chat as an alternative of an individual; others use the phrases “robot-advisor” and “digital advisor” synonymously.

What's a Monetary Advisor

A monetary advisor supplies monetary recommendation or steerage to clients for compensation. Monetary advisors, or advisers, can present many various companies, reminiscent of funding administration, revenue tax preparation and estate planning. They have to carry the Series 65 license to conduct enterprise with the general public; all kinds of licenses can be found for the companies offered by a monetary advisor.

BREAKING DOWN Monetary Advisor

"Monetary advisor" is a generic time period with no exact business definition, and plenty of various kinds of monetary professionals fall into this basic class. Stockbrokers, insurance coverage brokers, tax preparers, investment managers and monetary planners are all members of this group. Property planners and bankers can also fall underneath this umbrella.

Completely different Examples of Monetary Advisors

What could cross as a monetary advisor in some situations could also be a product salesperson, reminiscent of a stockbroker or a life insurance coverage agent. A real monetary advisor needs to be a well-educated, credentialed, skilled, monetary skilled who works on behalf of his shoppers versus serving the pursuits of a monetary establishment. Typically, a monetary advisor is an unbiased practitioner who operates in a fiduciary capability through which a shopper’s pursuits come earlier than his personal. Solely Registered Investment Advisors (RIA), who're ruled by the Investment Advisers Act of 1940, are held to a real fiduciary commonplace. There are some brokers and brokers who attempt to follow on this capability, nevertheless, their compensation construction is such that they're certain by the contracts of the businesses the place they work.

The Fiduciary Distinction

For the reason, that enactment of the Funding Adviser Act of 1940, two sorts of relationships has existed between monetary intermediaries and their shoppers. These are the “arms size” relationship that characterizes the transactions between registered representatives and shoppers within the broker-dealer area, and the fiduciary relationship that requires advisors registered with the Securities and Exchange Commission (SEC) as Registered Funding Advisors to train duties of loyalty, care and full disclosure of their interactions with shoppers. Whereas the previous is predicated on the precept of “caveat emptor” guided by self-governed guidelines of “suitability” and “reasonableness” in recommending a funding product or technique, the latter is grounded in federal legal guidelines that impose the best moral requirements. At its core, the fiduciary relationship depends on the need {that a} monetary advisor should act on behalf of a shopper in an approach the shopper would act for himself if he had the requisite data and abilities to take action.

What's a Monetary Adviser

A monetary adviser (or advisor) is knowledgeable who supplies monetary steerage to shoppers primarily based on their wants and objectives. Sometimes, they supply shoppers with monetary merchandise, companies, planning or recommendation associated with investing, retirement, insurance coverage, mortgages, school financial savings, property planning, taxes and extra. Another name for monetary adviser embraces "funding advisor" and "registered representative." Monetary advisers can be insurance coverage brokers, accountants or attorneys.

Breaking Down Monetary Adviser

A big problem to think about when evaluating a monetary adviser or deciding on what sort of adviser to me is how they're paid. Some monetary advisors are paid a flat charge for his or her recommendation and are thought-about fiduciaries, whereas others earn commissions from the merchandise they promote to their shoppers. Some advisors, reminiscent of within the case of a hybrid adviser or dually registered advisor, cost charges in addition to earning commissions relying on the product they're promoting or the service they're offering. Charge-only preparations are broadly thought-about to be higher for the shopper.
Monetary advisers are required to fulfil a fiduciary commonplace. In keeping with the Securities and Alternate Fee, advisers should:

How Monetary Advisors Are Compensated

The commonest approach advisers are paid is predicated on a proportion of complete property underneath advisory, normally about 1-2% (or decrease the bigger that sum will get). Some advisors are paid by way of commissions from insurance coverage or monetary merchandise they promote, although this could result in a battle of curiosity due to the motivation to advocate the perfect product commission-wise and never essentially the only option for the shopper. Such an individual is appearing as a salesman and should merely meet a suitability commonplace slightly than an extra-stringent fiduciary commonplace. Hybrid advisors, a fast-growing phase of the advisory enterprise due to its flexibility, are paid by way of fee for promoting some merchandise and likewise charges for companies and recommendation as a fiduciary. This association is also known as "fee-based" (versus "fee-only," which refers to a 100% fiduciary). Some advisers are paid by way of an hourly charge, or a flat charge for particular companies or tasks, or by way of every day (typically quarterly) retainer charge.

How you can Discover a Monetary Adviser

Except for asking family and friends for referrals, skilled organizations just like the Monetary Planning Affiliation (FPA) and the Nationwide Affiliation of Private Monetary Advisors (NAPFA) will help a person discover an adviser. When selecting a monetary adviser, it is essential to ask if they've any FINRA licenses or official credentials. Licensed Monetary Planner® (CFP®), chartered monetary analyst (CFA), chartered monetary guide (ChFC), and registered funding advisor (RIA) are good indicators of an adviser's {qualifications}.

How you can Change into a Monetary Adviser

Many international locations require people to finish coaching or receive a license to turn into a monetary advisor. In America, monetary advisors should carry a Sequence 65 or 66 licenses as stipulated by the Monetary Trade Regulatory Authority (FINRA). In keeping with FINRA, funding advisors, brokers, accountants, insurance coverage brokers and monetary planners can use the time period "monetary adviser." The North American Securities Directors Affiliation supplies a very good brief overview of financial adviser requirements.

Monetary Adviser vs. Advisor

Whereas 'adviser' spelt with an 'e' is the official spelling as per the Funding Advisers Act of 1940, 'advisor' with an 'o' is appropriate to confer with somebody who supplies recommendation. Nonetheless, when utilized in reference to the authorized designation 'adviser' needs to be used.

What Is a Fiduciary?

A fiduciary is an individual or group that acts on behalf of one other individual or individuals to handle the property. Primarily, a fiduciary owes to that different entity the duties of good faith and belief. The best-authorized obligation of 1 social gathering to a different, being a fiduciary requires being certain ethically to behave within the different's greatest pursuits.
A fiduciary may be answerable for basic well-being, however, typically the duty includes funds—managing the property of one other individual, or of a bunch of individuals, for instance. Cash managers, monetary advisors, bankers, accountants, executors, board members, and company officers all have fiduciary accountability.

Fiduciary Defined

A fiduciary's obligations or duties are each moral and authorized. When a celebration knowingly accepts the fiduciary duty on behalf of one other social gathering, they're required to behave in the perfect curiosity of the principal, the social gathering whose property they're managing. That is what is called a "prudent individual commonplace of care," an ordinary that initially stems from an 1830 courtroom ruling.
This formulation of the prudent-person rule required that an individual appearing as fiduciary was required to behave at the start with the wants of beneficiaries in thoughts.
The fiduciary is anticipated to handle the property for the advantage of the opposite individual, slightly than for their very own revenue, and can't profit personally from their administration of property.
Usually, no revenue is to be constituted of the connection until express consent is granted on the time the connection begins. For example, in the UK, fiduciaries can not revenue from their place, in response to an English Excessive Court docket ruling, Keech vs. Sandford (1726). If the principal supplies consent, then the fiduciary can hold no matter profit they've acquired; these advantages may be both financial or outlined extra broadly as an "alternative."
Fiduciary duties seem in all kinds of widespread enterprise relationships, together with:

Fiduciary Trustee/Beneficiary

Property preparations and applied trusts contain a trustee and a beneficiary. A person named as a belief or property trustee is the fiduciary, and the beneficiary is the principal. Below a trustee/beneficiary obligation, the fiduciary has authorized possession of the property or property and holds the ability essential to deal with property held within the title of the belief.
Nonetheless, the trustee should make choices which might be in the perfect curiosity of the beneficiary because the latter holds equitable title to the property. The trustee/beneficiary relationship is a crucial facet of complete property planning, and particular care needs to be taken to find out who's designated as trustee.
Politicians typically arrange blind trusts with the intention to keep away from conflict-of-interest scandals. A blind belief is a relationship through which a trustee is accountable for the funding of a beneficiary's corpus (property) without the beneficiary understanding how the corpus is being invested. Even whereas the beneficiary has no data, the trustee has a fiduciary obligation to speculate the corpus in response to the prudent individual commonplace of conduct.

KEY TAKEAWAYS

Board MembeShareholder

An identical fiduciary obligation may be held by company administrators, as they are often thought-about trustees for stockholders if on the board of a company, or trustees of depositors if service as director of a financial institution. Particular duties embrace:

The Obligation of Care

This is applicable to the best way the board makes choices that have an effect on the way forward for the enterprise. The board has the obligation to completely examine all potential choices and the way they could impression the enterprise; If the board is voting to elect a brand new CEO, for instance, the choice shouldn't be made primarily based solely on the board's data or opinion of 1 potential candidate; it's the board's accountability to analyze all viable candidates to make sure the perfect individual for the job is chosen.

The Obligation to Act in Good Religion

Even after it moderately investigates all of the choices earlier than it, the board has the accountability to decide on the choice it believes greatest serves the pursuits of the enterprise and its shareholders.

The Obligation of Loyalty

This implies the board is required to place no different causes, pursuits or affiliations above its allegiance to the corporate and the corporate's buyers. Board members should chorus from private or skilled dealings which may put their very own self-interest or that of one other individual or enterprise above the curiosity of the corporate.
If a member of a board of administrators is discovered to be in breach of their fiduciary obligation, they are often held liable in a courtroom of regulation by the corporate itself or its shareholders.

Fiduciary as ExecutoLegatee

Fiduciary actions may apply to particular or one-time transactions. For instance, a fiduciary deed is used to switch property rights in a sale when a fiduciary should act as an executor of the sale on behalf of the property proprietor. A fiduciary deed is helpful when a property proprietor needs to promote however is unable to deal with their affairs as a consequence of sickness, incompetence, or different circumstances, and wishes somebody to behave of their stead.
A fiduciary is required by regulation to confide in the potential purchaser the true situation of the property being offered, they usually can not obtain any monetary advantages from the sale. A fiduciary deed can be helpful when the property proprietor is deceased and their property is a part of a property that wants oversight or administration.

Guardian/Ward Fiduciary

Below a guardian/ward relationship, authorized guardianship of a minor is transferred to an appointed grownup. Because the fiduciary, the guardian is tasked with making certain the minor youngster or ward has acceptable care, which may embrace deciding the place the minor attends faculty, that the minor has appropriate medical care, that they're disciplined in an inexpensive method, and that their everyday welfare stays intact.
A guardian is appointed by the state courtroom when the pure guardian of a minor youngster just isn't capable of taking care of the kid any longer. In most states, a guardian/ward relationship stays intact until the minor youngster reaches the age of majority.

Legal professional/Consumer Fiduciary

The legal professional/shopper fiduciary relationship is arguably one of the stringent. The U.S. Supreme Court docket states that the best degree of belief and confidence should exist between a legal professional and shopper—and that a legal professional, as fiduciary, should act in full equity, loyalty, and constancy in every illustration of, and coping with, shoppers.
Attorneys are held accountable for breaches of their fiduciary duties by the shopper and are accountable to the courtroom through which that shopper is represented when a breach happens.

Fiduciary Principal/Agent

An extra generic instance of fiduciary obligation lies within the principal/agent relationship. Any particular person individual, company, partnership, or authorities company can act as a principal or agent so long as the individual or enterprise has the authorized capability to take action. Below a principal/agent obligation, an agent is legally appointed to behave on behalf of the principal without the battle of curiosity.
A standard instance of a principal/agent relationship that means fiduciary obligation is a bunch of shareholders as principals electing administration or C-suite people to behave as brokers. Equally, buyers act as principals when choosing funding fund managers as brokers to handle the property.

Funding Fiduciary

Whereas it might appear as if a funding fiduciary could be a monetary skilled (cash supervisor, banker, and so forth), a funding fiduciary is anyone who has the obligation for managing any person else's cash. Which means should you volunteered to take a seat on the funding committee of the board of your native charity or different group, you could have fiduciary accountability. You will have been positioned able of belief, and there could also be penalties for the betrayal of that belief.
Additionally, hiring a monetary or funding professional doesn't relieve the committee members of all of their duties. They nonetheless have an obligation to prudently choose and monitor the actions of the professional.

Suitability vs. Fiduciary Customary

In case your funding advisor is a Registered Investment Advisor, they share fiduciary accountability with the funding committee. Then again, a dealer, who works for a broker-dealer, could not. Some brokerage corporations don't need or permit their brokers to be fiduciaries.
Funding advisors, who're normally fee-based, are certain to a fiduciary commonplace that was established as a part of the Investment Advisers Act of 1940. They are often regulated by the SEC or state securities regulators. The act is fairly particular in defining what a fiduciary means, and it stipulates an obligation of loyalty and care, which implies that the advisor should put their shopper's pursuits above their very own.
For instance, the advisor can not purchase securities for his or her account prior to purchasing them for a shopper and is prohibited from making trades that will end in greater commissions for the advisor or their funding agency.
It additionally implies that the advisor should do their greatest to ensure funding recommendation is made utilizing correct and full data—principally, that the evaluation is thorough and as correct as potential. Avoiding conflicts of curiosity are essential when appearing as a fiduciary, and it implies that an advisor should disclose any potential conflicts to put the shopper's pursuits forward of the advisor's.
Moreover, the advisor wants to put trades underneath a "greatest execution" commonplace, that means that they have to try to commerce securities with the perfect mixture of low price and environment-friendly execution.

The Suitability Rule

Dealer-dealers, who are sometimes compensated by a fee, usually solely have to satisfy a suitability obligation. That is outlined as making suggestions which might be in keeping with the wants and preferences of the underlying buyer. Dealer-dealers are regulated by the Monetary Trade Regulatory Authority (FINRA) underneath requirements that require them to make appropriate suggestions to their shoppers.
As an alternative of getting to put their pursuits under that of the shopper, the suitability commonplace solely particulars that the broker-dealer has to moderately consider that any suggestions made are appropriate for the shopper when it comes to the shopper's monetary wants, aims, and distinctive circumstances. A key distinction when it comes to loyalty can be essential: A dealer's major obligation is to their employer, the broker-dealer for whom they work, to not their shoppers.
Different descriptions of suitability embrace ensuring transaction prices aren't extreme and that their suggestions aren't unsuitable for the shopper. Examples that will violate suitability embrace extreme buying and selling, churning the account merely to generate extra commissions, and often switching account property to generate transaction revenue for the broker-dealer.
Additionally, the necessity to disclose potential conflicts of curiosity just isn't as strict a requirement for brokers; funding solely must be appropriate, it would not essentially be in keeping with the person investor's aims and profile.

A broker-dealer follows the suitability commonplace: Funding selections have to be appropriate for the shopper, however, can nonetheless be extra helpful to the dealer than the easiest choice; the dealer's major accountability is to their agency, not their shopper.
The suitability commonplace can find yourself inflicting conflicts between a broker-dealer and shopper. The obvious battle has to do with compensation. Below a fiduciary commonplace, a funding advisor could be strictly prohibited from shopping for a mutual fund or different funding for a shopper as a result of it will garner the dealer the next charge or fee than a choice that will price the shopper much less—or yield extra for the shopper.
Below the suitability requirement, so long as the funding is appropriate for the shopper, it may be bought for the shopper. This could additionally incentivize brokers to promote their very own merchandise forward of competing for merchandise that will price much less.

The Brief-Lived Fiduciary Rule

Whereas the time period "suitability" was usual for transactional accounts or brokerage accounts, the Department of Labor Fiduciary Rule, proposed to toughen issues up for brokers. Anybody with retirement cash underneath administration, who made suggestions or solicitations for an IRA or different tax-advantaged retirement accounts, could be thought-about a fiduciary required to stick to that commonplace, slightly than to the suitability commonplace that was in any other case in impact.
The fiduciary rule had a protracted—and in the end unsuccessful—implementation. Initially proposed in 2010, it was scheduled to enter impact between April 10, 2017, and January 1, 2018. After President Trump took workplace it was postponed to June 9, 2017, together with a transition interval for sure exemptions extending via January 1, 2018.
Subsequently, implementation of all components of the rule was pushed again to July 1, 2019. Earlier than that would occur, the rule was vacated following a June 2018 decision by the Fifth U.S. Circuit Court.
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stock marketing full guide 2019

stock marketing full guide 2019
stock market

What's the Stock Market? full guide.

The inventory market refers back to the assortment of markets and exchanges the place common actions of shopping for, promoting, and issuance of shares of publicly-held firms happen. Such monetary actions are performed by way of institutionalized formal exchanges or over-the-counter (OTC) marketplaces which function underneath an outlined set of laws. There may be a number of inventory buying and selling venues in a rustic or an area which permit transactions in shares and different types of securities.
Whereas each phrase - inventory market and inventory alternate - are used interchangeably, the latter time period is usually a subset of the previous. If one says that she trades within the inventory market, it implies that she buys and sells shares/equities on one (or extra) of the inventory alternate(s) which are a part of the general inventory market. The main inventory exchanges within the U.S. embrace the New York Stock Exchange (NYSE), Nasdaq, the Higher Different Buying and selling System (BATS). and the Chicago Board Options Exchange (CBOE). These main nationwide exchanges, together with a number of different exchanges working within the nation, type the inventory market of the U.S.
Although it's known as an inventory market or fairness market and is primarily identified for buying and selling shares/equities, different monetary securities - like exchange-traded funds (ETF), corporate bonds and derivatives primarily based on shares, commodities, currencies, and bonds - are additionally traded within the inventory markets.

Read also.

Inventory Market

Understanding the Inventory Market

Whereas right this moment it's potential to buy nearly every part online, there's often a delegated marketplace for each commodity. For example, folks drive to metropolis outskirts and farmlands to buy Christmas bushes, go to the native timber market to purchase wooden and different obligatory materials for house furnishings and renovations, and go to shops like Walmart for his or her common grocery provides.
Such devoted markets function a platform the place quite a few patrons and sellers meet, work together and transact. For the reason that a variety of market individuals is large, one is assured of good worth. For instance, if there is just one vendor of Christmas bushes in your complete metropolis, he could have the freedom to cost any worth he pleases because the patrons gained’t have wherever else to go. If the variety of tree sellers is massive in a standard market, they must compete in opposition to one another to draw patrons. The patrons can be spoiled for selection with low- or optimum-pricing making it a good market with worth transparency. Even whereas buying online, patrons examine costs supplied by totally different sellers on the identical buying portal or throughout totally different portals to get one of the best offers, forcing the assorted online sellers to supply one of the best worth.
An inventory market is an identical designated marketplace for buying and selling numerous sorts of securities in a managed, safe and managed the atmosphere. For the reason that inventory market brings collectively a whole bunch of hundreds of market individuals who want to purchase and promote shares, it ensures honest pricing practices and transparency in transactions. Whereas earlier inventory markets used to situation and deal in paper-based bodily share certificates, the fashionable day computer-aided inventory markets function electronically.

How the Inventory Market Works

In a nutshell, inventory markets present a safe and controlled atmosphere the place market individuals can transact in shares and different eligible monetary devices with confidence with zero- to low-operational danger. Working underneath the outlined guidelines as acknowledged by the regulator, the inventory markets act as primary markets and as secondary markets.
As the main market, the inventory market permits firms to the situation and promote their shares to the wider public for the primary time by way of the method of initial public offerings (IPO). This exercise helps firms increase obligatory capital from traders. It primarily implies that an organization divides itself into quite a few shares (say, 20 million shares) and sells part of these shares (say, 5 million shares) to the wider public at a worth (say, $10 per share).
To facilitate this course of, an organization wants a market the place these shares may be offered. This market is offered by the inventory market. If every part goes as per the plans, the corporate will efficiently promote the 5 million shares at a worth of $10 per share and acquire $50 million value of funds. Traders will get the corporate shares which they will anticipate to carry for his or her most well-liked length, in anticipation of rising in share worth and any potential revenue within the type of dividend funds. The inventory alternate acts as a facilitator for this capital elevating course of and receives a charge for its providers from the corporate and its monetary companions.
Following the first-time share issuance IPO train known as the itemizing course of, the inventory alternate additionally serves because the buying and selling platform that facilitates common shopping for and promoting of the listed shares. This constitutes the secondary market. The inventory alternate earns a charge for each commerce that happens on its platform in the course of the secondary market exercise.
The inventory alternate shoulders the accountability of making certain price transparency, liquidity, price discovery and honest dealings in such buying and selling actions. As nearly all main inventory markets throughout the globe now function electronically, the alternate maintains buying and selling techniques that effectively handle the purchase and promote orders from numerous market individuals. They carry out the worth matching operate to facilitate commerce execution at a worth honest to each patron and sellers.
A listed firm can also supply new, extra shares by way of different choices at a later stage, like by way of rights issue or by way of follow-on offers. They could even buyback or delist their shares. The inventory alternate facilitates such transactions.
The inventory alternate usually creates and maintains numerous market-level and sector-specific indicators, just like the S&P 500 index or Nasdaq 100 index, which give a measure to trace the motion of the general market.
The inventory exchanges additionally preserve all firm information, bulletins, and monetary reporting, which may be often accessed on their official web sites. An inventory alternate additionally helps numerous different corporate-level, transaction-related actions. For example, worthwhile firms might reward traders by paying dividends which often comes from the part of the corporate’s earnings. The alternate maintains all such data and will assist its processing to a sure extent.

Features of an Inventory Market

An inventory market primarily serves the next features:
Truthful Dealing in Securities Transactions: Relying on the usual rules of demand and supply, the inventory alternate wants to make sure that all market individuals have instantaneous entry to information for all purchase and promote orders thereby serving to within the honest and clear pricing of securities. Moreover, it also needs to carry out environment-friendly matching of acceptable purchase and promote orders.
For instance, there could also be three patrons who've positioned orders for purchasing Microsoft shares at $100, $105 and $110, and there could also be 4 sellers who're keen to promote Microsoft shares at $110, $112, $115 and $120. The alternate (by way of their pc operated automated buying and selling techniques) wants to make sure that one of the best purchase and greatest promote are matched, which on this case is at $110 for the given amount of commerce.
Environment-friendly Value Discovery: Inventory markets must assist an environment-friendly mechanism for worth discovery, which refers back to the act of deciding the correct worth of a safety and is often carried out by assessing market provide and demand and different components related to the transactions.
Say, a U.S.-based software program firm is buying and selling at a worth of $100 and has a market capitalization of $5 billion. Information merchandise is available in that the EU regulator has imposed a wonderful of $2 billion on the corporate which primarily implies that 40 % of the corporate’s worth could also be worn out. Whereas the inventory market might have imposed a buying and selling worth vary of $90 and $110 on the corporate’s share worth, it ought to effectively change the permissible buying and selling worth restrict to accommodate for the potential adjustments within the share worth, else shareholders might battle to commerce at a good worth.
Liquidity Upkeep: Whereas getting the variety of patrons and sellers for a specific monetary safety are uncontrolled for the inventory market, it wants to make sure that whosoever is certified and keen to commerce will get instantaneous entry to position orders which ought to get executed on the honest worth.
Safety and Validity of Transactions: Whereas extra individuals are vital for environment-friendly working of a market, the identical market wants to make sure that all individuals are verified and stay compliant with the required guidelines and laws, leaving no room for default by any of the events. Moreover, it ought to make sure that all related entities working out there should additionally adhere to the principles, and work inside the authorized framework given by the regulator.
Help All Eligible Kinds of Contributors: A market is made by quite a lot of individuals, which embrace market makers, traders, merchants, speculators, and hedgers. All these individuals function within the inventory market with totally different roles and features. For example, an investor might purchase shares and maintain them for long run spanning a few years, whereas a dealer might enter and exit a place inside seconds. A market maker gives obligatory liquidity out there, whereas a hedger might prefer to commerce in derivatives for mitigating the danger concerned in investments. The inventory market ought to make sure that all such individuals are capable of function seamlessly fulfilling their desired roles to make sure the market continues to function effectively.
Investor Safety: Together with rich and institutional traders, a really massive variety of small traders are additionally served by the inventory marketplace for their small quantity of investments. These traders might have restricted monetary information, and will not be totally conscious of the pitfalls of investing in shares and different listed devices. The inventory alternate should implement obligatory measures to supply the required safety to such traders to protect them from monetary loss and guarantee buyer belief.
For example, an inventory alternate might categorize shares in numerous segments relying on their danger profiles and permit restricted or no buying and selling by widespread traders in high-risk shares. Derivatives, which have been described by Warren Buffett as monetary weapons of mass destruction, aren't for everybody as one might lose far more than they guess for. Exchanges usually impose restrictions to forestall people with restricted revenue and information from entering into dangerous bets of derivatives.
Balanced Regulation: Listed firms are largely regulated and their dealings are monitored by market regulators, just like the Securities and Exchange Commission (SEC) of the U.S. Moreover, exchanges additionally mandate sure necessities – like, well timed submitting of quarterly monetary stories and instantaneous reporting of any related developments - to make sure all market individuals grow to be conscious of company happenings. Failure to stick to the laws can result in the suspension of buying and selling by the exchanges and different disciplinary measures.

Regulating the Inventory Market

An area monetary regulator or competent financial authority or institute is assigned the duty of regulating the inventory market of a rustic. The Securities and Alternate Fee (SEC) is the regulatory physique charged with overseeing the U.S. inventory markets. The SEC is a federal company that works independently of the federal government and political strain. The mission of the SEC is acknowledged as: "to guard traders, preserve honest, orderly, and environment-friendly markets, and facilitate capital formation."

Inventory Market Contributors

Together with long-term traders and brief time period merchants, there are a lot of several types of gamers related to the inventory market. Everyone has a singular function, however, lots of the roles are intertwined and rely on one another to make the market run successfully.
  • Stockbrokers, also called registered representatives within the U.S., are the licensed professionals who purchase and promote securities on behalf of traders. The brokers act as intermediaries between the inventory exchanges and the traders by shopping for and promoting shares on the traders' behalf. An account with a retail dealer is required to realize entry to the markets.
  • Portfolio managers are professionals who make investments portfolios, or collections of securities, for purchasers. These managers get suggestions from analysts and make the purchase or promote choices for the portfolio. Mutual fund firms, hedge funds, and pension plans use portfolio managers to make choices and set the funding methods for the cash they maintain.
  • Investment bankers characterize firms in numerous capacities, comparable to personal firms that wish to go public through an IPO or firms which are concerned in pending mergers and acquisitions. They care for the itemizing course of in compliance with the regulatory necessities of the inventory market.
  • Custodian and depot service suppliers, that are establishment holding prospects' securities for safekeeping in order to reduce the danger of their theft or loss, additionally function in sync with the alternative to switch shares to/from the respective accounts of transacting events primarily based on buying and selling on the inventory market.
  • Market maker: A market maker is a broker-dealer who facilitates the buying and selling of shares by posting bid and ask costs together with sustaining a listing of shares. He ensures adequate liquidity out there for a specific (set of) share(s), and income from the distinction between the bid and the ask worth he quotes.

How Inventory Exchanges Make Cash

Inventory exchanges function as for-profit institutes and cost a charge for his or her providers. The first supply of revenue for these inventory exchanges are the revenues from the transaction charges which are charged for every commerce carried out on its platform. Moreover, exchanges earn income from the itemizing charge charged to firms in the course of the IPO course of and different follow-on choices.
The alternate additionally earn from promoting market information generated on its platform - like real-time information, historical information, abstract information, and reference information – which is significant for fairness analysis and different makes use of. Many exchanges will even promote know-how merchandise, like a buying and selling terminal and devoted community connection to the alternate, to the events for an acceptable charge.
The alternate might supply privileged providers like high-frequency trading to bigger purchasers like mutual funds and asset management companies (AMC), and earn cash accordingly. There are provisions for regulatory charge and registration charge for various profiles of market individuals, just like the market maker and dealer, which type different sources of revenue for the inventory exchanges.
The alternate additionally make income by licensing their indexes (and their methodology) that are generally used as a benchmark for launching numerous merchandise like mutual funds and ETFs by AMCs.
Many exchanges additionally present programs and certification on numerous monetary matters to trade individuals and earn revenues from such subscriptions.

Competitors for Inventory Markets

Whereas particular person inventory exchanges compete in opposition to one another to get most transaction quantity, they're dealing with menace on two fronts.
Darkish Swimming pools: Dark pools, that are personal exchanges or boards for securities buying and selling and function inside personal teams, are posing a problem to public inventory markets. Although their authorized validity is topic to native laws, they're gaining a reputation as individuals save massive on transaction charges.
Blockchain Ventures: Amid rising reputation of blockchains, many crypto exchanges have emerged. Such exchanges are venues for buying and selling cryptocurrencies and derivatives related to that asset class. Although their reputation stays restricted, they pose a menace to the standard inventory market mannequin by automating a bulk of the work completed by numerous inventory market individuals and by providing zero- to low-cost providers.

Significance of the Inventory Market

The inventory market is among the most significant parts of a free-market economic system.
It permits firms to lift cash by providing inventory shares and company bonds. It lets widespread traders take part within the monetary achievements of the businesses, make income by way of capital gains, and earn cash by way of dividends, though losses are additionally potential. Whereas institutional traders {and professional} cash managers do get pleasure from some privileges owing to their deep pockets, higher information and better danger taking skills, the inventory market makes an attempt to supply a stage taking part in subject to widespread people.
The inventory market works as a platform by way of which financial savings and investments of people are channelized into the productive funding proposals. In the long run, it helps in capital formation & financial progress for the nation.

KEY TAKEAWAYS

  • Inventory markets are very important parts of a free-market economic system as a result of they permit democratized entry to buying and selling and alternate of capital for traders of all types.
  • They carry out a number of features in markets, together with environment-friendly worth discovery and environment-friendly dealing.
  • Within the US, the inventory market is regulated by the SEC and native regulatory our bodies.

Examples of Inventory Markets

The primary inventory market on the planet was the London inventory alternate. It was begun in a coffeehouse, the place merchants used to satisfy to alternate shares, in 1773. The primary inventory alternate in the USA of America began in Philadelphia in 1790. The Buttonwood settlement, so named as a result of it was signed underneath a buttonwood tree, marked the beginnings of New York's Wall Avenue in 1792. The settlement was signed by 24 merchants and was the primary American group of its type to commerce in securities. The merchants renamed their enterprise as New York Inventory and Alternate Board in 1817.
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Subreddit Stats: cs7646_fall2017 top posts from 2017-08-23 to 2017-12-10 22:43 PDT

Period: 108.98 days
Submissions Comments
Total 999 10425
Rate (per day) 9.17 95.73
Unique Redditors 361 695
Combined Score 4162 17424

Top Submitters' Top Submissions

  1. 296 points, 24 submissions: tuckerbalch
    1. Project 2 Megathread (optimize_something) (33 points, 475 comments)
    2. project 3 megathread (assess_learners) (27 points, 1130 comments)
    3. For online students: Participation check #2 (23 points, 47 comments)
    4. ML / Data Scientist internship and full time job opportunities (20 points, 36 comments)
    5. Advance information on Project 3 (19 points, 22 comments)
    6. participation check #3 (19 points, 29 comments)
    7. manual_strategy project megathread (17 points, 825 comments)
    8. project 4 megathread (defeat_learners) (15 points, 209 comments)
    9. project 5 megathread (marketsim) (15 points, 484 comments)
    10. QLearning Robot project megathread (12 points, 691 comments)
  2. 278 points, 17 submissions: davebyrd
    1. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments)
    2. Project 1 Megathread (assess_portfolio) (34 points, 466 comments)
    3. marketsim grades are up (25 points, 28 comments)
    4. Midterm stats (24 points, 32 comments)
    5. Welcome to CS 7646 MLT! (23 points, 132 comments)
    6. How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments)
    7. assess_portfolio grades have been released (18 points, 34 comments)
    8. Midterm grades posted to T-Square (15 points, 30 comments)
    9. Removed posts (15 points, 2 comments)
    10. assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments)
  3. 118 points, 17 submissions: yokh_cs7646
    1. Exam 2 Information (39 points, 40 comments)
    2. Reformat Assignment Pages? (14 points, 2 comments)
    3. What did the real-life Michael Burry have to say? (13 points, 2 comments)
    4. PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments)
    5. How do I know that I'm correct and not just lucky? (7 points, 31 comments)
    6. ML Papers and News (7 points, 5 comments)
    7. What are "question pools"? (6 points, 4 comments)
    8. Explanation of "Regression" (5 points, 5 comments)
    9. GT Github taking FOREVER to push to..? (4 points, 14 comments)
    10. Dead links on the course wiki (3 points, 2 comments)
  4. 67 points, 13 submissions: harshsikka123
    1. To all those struggling, some words of courage! (20 points, 18 comments)
    2. Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments)
    3. Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments)
    4. Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments)
    5. Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments)
    6. Is anyone running into the Runtime Error, Invalid DISPLAY variable when trying to save the figures as pdfs to the Buffet servers? (2 points, 9 comments)
    7. Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments)
    8. Any news on when Optimize_Something grades will be released? (1 point, 1 comment)
    9. Baglearner RMSE and leaf size? (1 point, 2 comments)
    10. My results are oh so slightly off, any thoughts? (1 point, 11 comments)
  5. 63 points, 10 submissions: htrajan
    1. Sample test case: missing data (22 points, 36 comments)
    2. Optimize_something test cases (13 points, 22 comments)
    3. Met Burt Malkiel today (6 points, 1 comment)
    4. Heads up: Dataframe.std != np.std (5 points, 5 comments)
    5. optimize_something: graph (5 points, 29 comments)
    6. Schedule still reflecting shortened summer timeframe? (4 points, 3 comments)
    7. Quick clarification about InsaneLearner (3 points, 8 comments)
    8. Test cases using rfr? (3 points, 5 comments)
    9. Input format of rfr (2 points, 1 comment)
    10. [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments)
  6. 62 points, 7 submissions: swamijay
    1. defeat_learner test case (34 points, 38 comments)
    2. Project 3 test cases (15 points, 27 comments)
    3. Defeat_Learner - related questions (6 points, 9 comments)
    4. Options risk/reward (2 points, 0 comments)
    5. manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments)
    6. standardizing values (2 points, 0 comments)
    7. technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments)
  7. 61 points, 9 submissions: gatech-raleighite
    1. Protip: Better reddit search (22 points, 9 comments)
    2. Helpful numpy array cheat sheet (16 points, 10 comments)
    3. In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments)
    4. Industrial strength or mature versions of the assignments ? (4 points, 2 comments)
    5. What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments)
    6. What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments)
    7. How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments)
    8. Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments)
    9. OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments)
  8. 60 points, 2 submissions: reyallan
    1. [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments)
    2. Financial data, technical indicators and live trading (2 points, 8 comments)
  9. 59 points, 12 submissions: dyllll
    1. Please upvote helpful posts and other advice. (26 points, 1 comment)
    2. Books to further study in trading with machine learning? (14 points, 9 comments)
    3. Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments)
    4. Any way to download the lessons? (3 points, 4 comments)
    5. Can a TA please contact me? (2 points, 7 comments)
    6. Is the vectorization code from the youtube video available to us? (2 points, 2 comments)
    7. Position of webcam (2 points, 15 comments)
    8. Question about assignment one (2 points, 5 comments)
    9. Are udacity quizzes recorded? (1 point, 2 comments)
    10. Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments)
  10. 56 points, 2 submissions: jan-laszlo
    1. Proper git workflow (43 points, 19 comments)
    2. Adding you SSH key for password-less access to remote hosts (13 points, 7 comments)
  11. 53 points, 1 submission: agifft3_omscs
    1. [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments)
  12. 50 points, 16 submissions: BNielson
    1. Regression Trees (7 points, 9 comments)
    2. Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments)
    3. PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments)
    4. Running on Windows and PyCharm (4 points, 4 comments)
    5. Studying for the midterm: python questions (4 points, 0 comments)
    6. Assess Learners Grader (3 points, 2 comments)
    7. Manual Strategy Grade (3 points, 2 comments)
    8. Rewards in Q Learning (3 points, 3 comments)
    9. SSH/Putty on Windows (3 points, 4 comments)
    10. Slight contradiction on ProctorTrack Exam (3 points, 4 comments)
  13. 49 points, 7 submissions: j0shj0nes
    1. QLearning Robot - Finalized and Released Soon? (18 points, 4 comments)
    2. Flash Boys, HFT, frontrunning... (10 points, 3 comments)
    3. Deprecations / errata (7 points, 5 comments)
    4. Udacity lectures via GT account, versus personal account (6 points, 2 comments)
    5. Python: console-driven development (5 points, 5 comments)
    6. Buffet pandas / numpy versions (2 points, 2 comments)
    7. Quant research on earnings calls (1 point, 0 comments)
  14. 45 points, 11 submissions: Zapurza
    1. Suggestion for Strategy learner mega thread. (14 points, 1 comment)
    2. Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments)
    3. In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments)
    4. How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments)
    5. Scratch paper use (3 points, 6 comments)
    6. The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments)
    7. Distance between training data date and future forecast date (2 points, 2 comments)
    8. News affecting stock market and machine learning algorithms (2 points, 4 comments)
    9. pandas import in pydev (2 points, 0 comments)
    10. Assess learner server error (1 point, 2 comments)
  15. 43 points, 23 submissions: chvbs2000
    1. Is the Strategy Learner finalized? (10 points, 3 comments)
    2. Test extra 15 test cases for marketsim (3 points, 12 comments)
    3. Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment)
    4. How to define "each transaction"? (2 points, 4 comments)
    5. How to filling the assignment into Jupyter Notebook? (2 points, 4 comments)
    6. IOError: File ../data/SPY.csv does not exist (2 points, 4 comments)
    7. Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments)
    8. Reading data from Jupyter Notebook (2 points, 3 comments)
    9. benchmark vs manual strategy vs best possible strategy (2 points, 2 comments)
    10. global name 'pd' is not defined (2 points, 4 comments)
  16. 43 points, 15 submissions: shuang379
    1. How to test my code on buffet machine? (10 points, 15 comments)
    2. Can we get the ppt for "Decision Trees"? (8 points, 2 comments)
    3. python question pool question (5 points, 6 comments)
    4. set up problems (3 points, 4 comments)
    5. Do I need another camera for scanning? (2 points, 9 comments)
    6. Is chapter 9 covered by the midterm? (2 points, 2 comments)
    7. Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments)
    8. python question pool No.48 (2 points, 6 comments)
    9. where could we find old versions of the rest projects? (2 points, 2 comments)
    10. where to put ml4t-libraries to install those libraries? (2 points, 1 comment)
  17. 42 points, 14 submissions: larrva
    1. is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments)
    2. maximum recursion depth problem (6 points, 10 comments)
    3. [Urgent]Unable to use proctortrack in China (4 points, 21 comments)
    4. manual_strategynumber of indicators to use (3 points, 10 comments)
    5. Assignment 2: Got 63 points. (3 points, 3 comments)
    6. Software installation workshop (3 points, 7 comments)
    7. question regarding functools32 version (3 points, 3 comments)
    8. workshop on Aug 31 (3 points, 8 comments)
    9. Mount remote server to local machine (2 points, 2 comments)
    10. any suggestion on objective function (2 points, 3 comments)
  18. 41 points, 8 submissions: Ran__Ran
    1. Any resource will be available for final exam? (19 points, 6 comments)
    2. Need clarification on size of X, Y in defeat_learners (7 points, 10 comments)
    3. Get the same date format as in example chart (4 points, 3 comments)
    4. Cannot log in GitHub Desktop using GT account? (3 points, 3 comments)
    5. Do we have notes or ppt for Time Series Data? (3 points, 5 comments)
    6. Can we know the commission & market impact for short example? (2 points, 7 comments)
    7. Course schedule export issue (2 points, 15 comments)
    8. Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments)
  19. 38 points, 4 submissions: ProudRamblinWreck
    1. Exam 2 Study topics (21 points, 5 comments)
    2. Reddit participation as part of grade? (13 points, 32 comments)
    3. Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments)
    4. Midterm Study Guide question pools (1 point, 2 comments)
  20. 37 points, 6 submissions: gatechben
    1. Submission page for strategy learner? (14 points, 10 comments)
    2. PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments)
    3. Where is util.py supposed to be located? (8 points, 8 comments)
    4. PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment)
    5. Schedule: Discussion of upcoming trading projects? (2 points, 3 comments)
    6. [defeat_learners] More than one column for X? (1 point, 1 comment)
  21. 37 points, 3 submissions: jgeiger
    1. Please send/announce when changes are made to the project code (23 points, 7 comments)
    2. The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments)
    3. Typo(?) for Assess_portfolio wiki page (3 points, 2 comments)
  22. 35 points, 10 submissions: ltian35
    1. selecting row using .ix (8 points, 9 comments)
    2. Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments)
    3. udacity quiz (7 points, 4 comments)
    4. pdf of lecture (3 points, 4 comments)
    5. print friendly version of the course schedule (3 points, 9 comments)
    6. about learner regression vs classificaiton (2 points, 2 comments)
    7. is there a simple way to verify the correctness of our decision tree (2 points, 4 comments)
    8. about Building an ML-based forex strategy (1 point, 2 comments)
    9. about technical analysis (1 point, 6 comments)
    10. final exam online time period (1 point, 2 comments)
  23. 33 points, 2 submissions: bhrolenok
    1. Assess learners template and grading script is now available in the public repository (24 points, 0 comments)
    2. Tutorial for software setup on Windows (9 points, 35 comments)
  24. 31 points, 4 submissions: johannes_92
    1. Deadline extension? (26 points, 40 comments)
    2. Pandas date indexing issues (2 points, 5 comments)
    3. Why do we subtract 1 from SMA calculation? (2 points, 3 comments)
    4. Unexpected number of calls to query, sum=20 (should be 20), max=20 (should be 1), min=20 (should be 1) -bash: syntax error near unexpected token `(' (1 point, 3 comments)
  25. 30 points, 5 submissions: log_base_pi
    1. The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment)
    2. Useful Python tips and tricks (8 points, 10 comments)
    3. Video of overview of remaining projects with Tucker Balch (7 points, 1 comment)
    4. Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment)
    5. What will the 2nd half of the course be like? (1 point, 8 comments)
  26. 30 points, 4 submissions: acschwabe
    1. Assignment and Exam Calendar (ICS File) (17 points, 6 comments)
    2. Please OMG give us any options for extra credit (8 points, 12 comments)
    3. Strategy learner question (3 points, 1 comment)
    4. Proctortrack: Do we need to schedule our test time? (2 points, 10 comments)
  27. 29 points, 9 submissions: _ant0n_
    1. Next assignment? (9 points, 6 comments)
    2. Proctortrack Onboarding test? (6 points, 11 comments)
    3. Manual strategy: Allowable positions (3 points, 7 comments)
    4. Anyone watched Black Scholes documentary? (2 points, 16 comments)
    5. Buffet machines hardware (2 points, 6 comments)
    6. Defeat learners: clarification (2 points, 4 comments)
    7. Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments)
    8. assess_portfolio(... gen_plot=True) (2 points, 8 comments)
    9. remote job != remote + international? (1 point, 15 comments)
  28. 26 points, 10 submissions: umersaalis
    1. comments.txt (7 points, 6 comments)
    2. Assignment 2: report.pdf (6 points, 30 comments)
    3. Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments)
    4. Max Recursion Limit (3 points, 10 comments)
    5. Parametric vs Non-Parametric Model (3 points, 13 comments)
    6. Bag Learner Training (1 point, 2 comments)
    7. Decision Tree Issue: (1 point, 2 comments)
    8. Error in Running DTLearner and RTLearner (1 point, 12 comments)
    9. My Results for the four learners. Please check if you guys are getting values somewhat near to these. Exact match may not be there due to randomization. (1 point, 4 comments)
    10. Can we add the assignments and solutions to our public github profile? (0 points, 7 comments)
  29. 26 points, 6 submissions: abiele
    1. Recommended Reading? (13 points, 1 comment)
    2. Number of Indicators Used by Actual Trading Systems (7 points, 6 comments)
    3. Software Install Instructions From TA's Video Not Working (2 points, 2 comments)
    4. Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments)
    5. ML4T Software Setup (1 point, 3 comments)
    6. Where can I find the grading folder? (1 point, 4 comments)
  30. 26 points, 6 submissions: tomatonight
    1. Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments)
    2. Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments)
    3. length of portfolio daily return (3 points, 2 comments)
    4. Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments)
    5. where to check participation score (2 points, 1 comment)
    6. Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments)
  31. 26 points, 3 submissions: hilo260
    1. Is there a template for optimize_something on GitHub? (14 points, 3 comments)
    2. Marketism project? (8 points, 6 comments)
    3. "Do not change the API" (4 points, 7 comments)
  32. 26 points, 3 submissions: niufen
    1. Windows Server Setup Guide (23 points, 16 comments)
    2. Strategy Learner Adding UserID as Comment (2 points, 2 comments)
    3. Connect to server via Python Error (1 point, 6 comments)
  33. 26 points, 3 submissions: whoyoung99
    1. How much time you spend on Assess Learner? (13 points, 47 comments)
    2. Git clone repository without fork (8 points, 2 comments)
    3. Just for fun (5 points, 1 comment)
  34. 25 points, 8 submissions: SharjeelHanif
    1. When can we discuss defeat learners methods? (10 points, 1 comment)
    2. Are the buffet servers really down? (3 points, 2 comments)
    3. Are the midterm results in proctortrack gone? (3 points, 3 comments)
    4. Will these finance topics be covered on the final? (3 points, 9 comments)
    5. Anyone get set up with Proctortrack? (2 points, 10 comments)
    6. Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments)
    7. Anyone from Houston, TX (1 point, 1 comment)
    8. How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments)
  35. 25 points, 5 submissions: jlamberts3
    1. Conda vs VirtualEnv (7 points, 8 comments)
    2. Cool Portfolio Backtesting Tool (6 points, 6 comments)
    3. Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments)
    4. Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments)
    5. Algorithmic Trading Of Digital Assets (2 points, 0 comments)
  36. 25 points, 4 submissions: suman_paul
    1. Grade statistics (9 points, 3 comments)
    2. Machine Learning book by Mitchell (6 points, 11 comments)
    3. Thank You (6 points, 6 comments)
    4. Assignment1 ready to be cloned? (4 points, 4 comments)
  37. 25 points, 3 submissions: Spareo
    1. Submit Assignments Function (OS X/Linux) (15 points, 6 comments)
    2. Quantsoftware Site down? (8 points, 38 comments)
    3. ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments)
  38. 24 points, 14 submissions: nelsongcg
    1. Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments)
    2. Is the risk free rate zero for any country? (3 points, 7 comments)
    3. Models and black swans - discussion (3 points, 0 comments)
    4. Normal distribution assumption for options pricing (2 points, 3 comments)
    5. Technical analysis for cryptocurrency market? (2 points, 4 comments)
    6. A counter argument to models by Nassim Taleb (1 point, 0 comments)
    7. Are we demandas to use the sample for part 1? (1 point, 1 comment)
    8. Benchmark for "trusting" your trading algorithm (1 point, 5 comments)
    9. Don't these two statements on the project description contradict each other? (1 point, 2 comments)
    10. Forgot my TA (1 point, 6 comments)
  39. 24 points, 11 submissions: nurobezede
    1. Best way to obtain survivor bias free stock data (8 points, 1 comment)
    2. Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments)
    3. Are these DTlearner Corr values good? (2 points, 6 comments)
    4. Testing gen_data.py (2 points, 3 comments)
    5. BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments)
    6. DTlearner training RMSE none zero but almost there (1 point, 2 comments)
    7. How to submit analysis using git and confirm it? (1 point, 2 comments)
    8. Passing kwargs to learners in a BagLearner (1 point, 5 comments)
    9. Sampling for bagging tree (1 point, 8 comments)
    10. code failing the 18th test with grade_learners.py (1 point, 6 comments)
  40. 24 points, 4 submissions: AeroZach
    1. questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments)
    2. Survivor Bias Free Data (7 points, 5 comments)
    3. Genetic Algorithms for Feature selection (3 points, 5 comments)
    4. How far back can you train? (2 points, 2 comments)
  41. 23 points, 9 submissions: vsrinath6
    1. Participation check #3 - Haven't seen it yet (5 points, 5 comments)
    2. What are the tasks for this week? (5 points, 12 comments)
    3. No projects until after the mid-term? (4 points, 5 comments)
    4. Format / Syllabus for the exams (2 points, 3 comments)
    5. Has there been a Participation check #4? (2 points, 8 comments)
    6. Project 3 not visible on T-Square (2 points, 3 comments)
    7. Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments)
    8. Correct number of days reported in the dataframe (should be the number of trading days between the start date and end date, inclusive). (1 point, 0 comments)
    9. RuntimeError: Invalid DISPLAY variable (1 point, 2 comments)
  42. 23 points, 8 submissions: nick_algorithm
    1. Help with getting Average Daily Return Right (6 points, 7 comments)
    2. Hint for args argument in scipy minimize (5 points, 2 comments)
    3. How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments)
    4. Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments)
    5. Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments)
    6. Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments)
    7. How to determine value at terminal node of tree? (1 point, 1 comment)
    8. Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments)
  43. 23 points, 1 submission: gong6
    1. Is manual strategy ready? (23 points, 6 comments)
  44. 21 points, 6 submissions: amchang87
    1. Reason for public reddit? (6 points, 4 comments)
    2. Manual Strategy - 21 day holding Period (4 points, 12 comments)
    3. Sharpe Ratio (4 points, 6 comments)
    4. Manual Strategy - No Position? (3 points, 3 comments)
    5. ML / Manual Trader Performance (2 points, 0 comments)
    6. T-Square Submission Missing? (2 points, 3 comments)
  45. 21 points, 6 submissions: fall2017_ml4t_cs_god
    1. PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments)
    2. Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments)
    3. How do I log into the [email protected]? (3 points, 1 comment)
    4. Is midterm 2 cumulative? (2 points, 3 comments)
    5. Where can we learn about options? (2 points, 2 comments)
    6. How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment)
  46. 21 points, 5 submissions: Jmitchell83
    1. Manual Strategy Grades (12 points, 9 comments)
    2. two-factor (3 points, 6 comments)
    3. Free to use volume? (2 points, 1 comment)
    4. Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments)
    5. Online Participation Checks (2 points, 4 comments)
  47. 21 points, 5 submissions: Sergei_B
    1. Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments)
    2. How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments)
    3. How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments)
    4. Python Practice exam Question 48 (2 points, 2 comments)
    5. Mac: "virtualenv : command not found" (1 point, 2 comments)
  48. 21 points, 3 submissions: mharrow3
    1. First time reddit user .. (17 points, 37 comments)
    2. Course errors/types (2 points, 2 comments)
    3. Install course software on macOS using Vagrant .. (2 points, 0 comments)
  49. 20 points, 9 submissions: iceguyvn
    1. Manual strategy implementation for future projects (4 points, 15 comments)
    2. Help with correlation calculation (3 points, 15 comments)
    3. Help! maximum recursion depth exceeded (3 points, 10 comments)
    4. Help: how to index by date? (2 points, 4 comments)
    5. How to attach a 1D array to a 2D array? (2 points, 2 comments)
    6. How to set a single cell in a 2D DataFrame? (2 points, 4 comments)
    7. Next assignment after marketsim? (2 points, 4 comments)
    8. Pythonic way to detect the first row? (1 point, 6 comments)
    9. Questions regarding seed (1 point, 1 comment)
  50. 20 points, 3 submissions: JetsonDavis
    1. Push back assignment 3? (10 points, 14 comments)
    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
  51. 20 points, 2 submissions: pharmerino
    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

Top Commenters

  1. tuckerbalch (2296 points, 1185 comments)
  2. davebyrd (1033 points, 466 comments)
  3. yokh_cs7646 (320 points, 177 comments)
  4. rgraziano3 (266 points, 147 comments)
  5. j0shj0nes (264 points, 148 comments)
  6. i__want__piazza (236 points, 127 comments)
  7. swamijay (227 points, 116 comments)
  8. _ant0n_ (205 points, 149 comments)
  9. ml4tstudent (204 points, 117 comments)
  10. gatechben (179 points, 107 comments)
  11. BNielson (176 points, 108 comments)
  12. jameschanx (176 points, 94 comments)
  13. Artmageddon (167 points, 83 comments)
  14. htrajan (162 points, 81 comments)
  15. boyko11 (154 points, 99 comments)
  16. alyssa_p_hacker (146 points, 80 comments)
  17. log_base_pi (141 points, 80 comments)
  18. Ran__Ran (139 points, 99 comments)
  19. johnsmarion (136 points, 86 comments)
  20. jgorman30_gatech (135 points, 102 comments)
  21. dyllll (125 points, 91 comments)
  22. MikeLachmayr (123 points, 95 comments)
  23. awhoof (113 points, 72 comments)
  24. SharjeelHanif (106 points, 59 comments)
  25. larrva (101 points, 69 comments)
  26. augustinius (100 points, 52 comments)
  27. oimesbcs (99 points, 67 comments)
  28. vansh21k (98 points, 62 comments)
  29. W1redgh0st (97 points, 70 comments)
  30. ybai67 (96 points, 41 comments)
  31. JuanCarlosKuriPinto (95 points, 54 comments)
  32. acschwabe (93 points, 58 comments)
  33. pharmerino (92 points, 47 comments)
  34. jgeiger (91 points, 28 comments)
  35. Zapurza (88 points, 70 comments)
  36. jyoms (87 points, 55 comments)
  37. omscs_zenan (87 points, 44 comments)
  38. nurobezede (85 points, 64 comments)
  39. BelaZhu (83 points, 50 comments)
  40. jason_gt (82 points, 36 comments)
  41. shuang379 (81 points, 64 comments)
  42. ggatech (81 points, 51 comments)
  43. nitinkodial_gatech (78 points, 59 comments)
  44. harshsikka123 (77 points, 55 comments)
  45. bkeenan7 (76 points, 49 comments)
  46. moxyll (76 points, 32 comments)
  47. nelsongcg (75 points, 53 comments)
  48. nickzelei (75 points, 41 comments)
  49. hunter2omscs (74 points, 29 comments)
  50. pointblank41 (73 points, 36 comments)
  51. zheweisun (66 points, 48 comments)
  52. bs_123 (66 points, 36 comments)
  53. storytimeuva (66 points, 36 comments)
  54. sva6 (66 points, 31 comments)
  55. bhrolenok (66 points, 27 comments)
  56. lingkaizuo (63 points, 46 comments)
  57. Marvel_this (62 points, 36 comments)
  58. agifft3_omscs (62 points, 35 comments)
  59. ssung40 (61 points, 47 comments)
  60. amchang87 (61 points, 32 comments)
  61. joshuak_gatech (61 points, 30 comments)
  62. fall2017_ml4t_cs_god (60 points, 50 comments)
  63. ccrouch8 (60 points, 45 comments)
  64. nick_algorithm (60 points, 29 comments)
  65. JetsonDavis (59 points, 35 comments)
  66. yjacket103 (58 points, 36 comments)
  67. hilo260 (58 points, 29 comments)
  68. coolwhip1234 (58 points, 15 comments)
  69. chvbs2000 (57 points, 49 comments)
  70. suman_paul (57 points, 29 comments)
  71. masterm (57 points, 23 comments)
  72. RolfKwakkelaar (55 points, 32 comments)
  73. rpb3 (55 points, 23 comments)
  74. venkatesh8 (54 points, 30 comments)
  75. omscs_avik (53 points, 37 comments)
  76. bman8810 (52 points, 31 comments)
  77. snladak (51 points, 31 comments)
  78. dfihn3 (50 points, 43 comments)
  79. mlcrypto (50 points, 32 comments)
  80. omscs-student (49 points, 26 comments)
  81. NellVega (48 points, 32 comments)
  82. booglespace (48 points, 23 comments)
  83. ccortner3 (48 points, 23 comments)
  84. caa5042 (47 points, 34 comments)
  85. gcalma3 (47 points, 25 comments)
  86. krushnatmore (44 points, 32 comments)
  87. sn_48 (43 points, 22 comments)
  88. thenewprofessional (43 points, 16 comments)
  89. urider (42 points, 33 comments)
  90. gatech-raleighite (42 points, 30 comments)
  91. chrisong2017 (41 points, 26 comments)
  92. ProudRamblinWreck (41 points, 24 comments)
  93. kramey8 (41 points, 24 comments)
  94. coderafk (40 points, 28 comments)
  95. niufen (40 points, 23 comments)
  96. tholladay3 (40 points, 23 comments)
  97. SaberCrunch (40 points, 22 comments)
  98. gnr11 (40 points, 21 comments)
  99. nadav3 (40 points, 18 comments)
  100. gt7431a (40 points, 16 comments)

Top Submissions

  1. [Project Questions] Unit Tests for assess_portfolio assignment by reyallan (58 points, 52 comments)
  2. [Project Questions] Unit Tests for optimize_something assignment by agifft3_omscs (53 points, 94 comments)
  3. Proper git workflow by jan-laszlo (43 points, 19 comments)
  4. Exam 2 Information by yokh_cs7646 (39 points, 40 comments)
  5. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes by davebyrd (37 points, 10 comments)
  6. Project 1 Megathread (assess_portfolio) by davebyrd (34 points, 466 comments)
  7. defeat_learner test case by swamijay (34 points, 38 comments)
  8. Project 2 Megathread (optimize_something) by tuckerbalch (33 points, 475 comments)
  9. project 3 megathread (assess_learners) by tuckerbalch (27 points, 1130 comments)
  10. Deadline extension? by johannes_92 (26 points, 40 comments)

Top Comments

  1. 34 points: jgeiger's comment in QLearning Robot project megathread
  2. 31 points: coolwhip1234's comment in QLearning Robot project megathread
  3. 30 points: tuckerbalch's comment in Why Professor is usually late for class?
  4. 23 points: davebyrd's comment in Deadline extension?
  5. 20 points: jason_gt's comment in What would be a good quiz question regarding The Big Short?
  6. 19 points: yokh_cs7646's comment in For online students: Participation check #2
  7. 17 points: i__want__piazza's comment in project 3 megathread (assess_learners)
  8. 17 points: nathakhanh2's comment in Project 2 Megathread (optimize_something)
  9. 17 points: pharmerino's comment in Midterm study Megathread
  10. 17 points: tuckerbalch's comment in Midterm grades posted to T-Square
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