How to read Forex charts - Admiral Markets

AP Classes Breakdown

Me and couple of my friends made a breakdown of what AP Class you should take and why. This does not cover all but will cover a good amount to give a good idea to you guys.
AP Calculus AB - This class is a course for one semester of College Calculus. If you are in a position where you have taken Pre-Calculus but knows that you are not the strongest at math, then go for it. This class is pretty slow paced. This is best for non-STEM majors.
AP Calculus BC - This class is a course worth two semesters of College Calculus. This class is basically Calc AB + 2 Units. If you are going to be a STEM major or is confident with your math skills, then this is best suited for you.
AP Statistics - This class is not very difficult, as the knowledge you really need in this class is up to Algebra 2. This class is calculator and writing/analysis heavy however, the concepts are simple and as long as you know the formulas and calculate basically probability, and write conclusions, this is a good choice. Also recommended for both non-STEM and STEM Majors.
AP U.S. Government and Politics - This class is about the history of the government structures of our country and court cases that shape our current politics. Although easy to self-study, you should be able to write an FRQ well and analyze important documents and court cases. This year's test had many mixed results, so don't think this class is SUPER easy. It's not the most difficult, but can be challenging.
AP Macroeconomics - If you have never taken a class related to economics, it may be a struggle in the beginning. However, once you learn about the basic fundamentals and principles of economics, it is not too bad. Macroeconomics is the study of the whole economic market, compared to individual stores and market of Microeconomics. You will learn about Supply and Demand and so much more. You will need to learn how to use and draw graphs and change the graphs given a different situations. It's not super difficult if you study, but the foreign exchange market (Forex market) might be the most challenging.
AP English Language and Composition - This class is basically ACT or SAT Grammar sections. If you are good at grammar and are solid at writing analytical essays, this could be your class. But remember that fire-ass sounding essays does not equal a 4 or a 5. You must follow the CollegeBoard's rubric.
AP Environmental Science - One of the easier classes to self-study and is about the ecology and health of our globe. It focuses about global climate change and factors, habitats, and so much more. If you're into environmental policies or climate change around the world, this is a class for you.
AP Psychology - This class can also be self studied. It's all term based and if you can memorize vocab very well and know how to apply them in a FRQ (on the AP Test), you will get a 4/5.
AP Computer Science A - This class is about Java Programming. A good class if interested in majoring in CS or related majors in college. If you have taken APCSP or have prior coding knowledge, you should take it. If not, but is interested, suggested to look on free tutorials on youtube. It is JAVA programming, not JS.
AP Japanese/Chinese Language and Culture - Not gonna lie if you're not fluent or study a lot you're gonna be in a big disadvantage compared to fluent people. Knowing how to write characters, read characters, speak properly, and use of correct grammar is key. This is difficult, but practice can definitely help.
AP Music Theory - If you have been playing an instrument for many years and know the note structures, scales, and other musical theory components, you should take this class.
AP US History - If you are interested in the history of our country, this is a class for you. However, there are many things covered in this class, many different periods of time. If you are a solid DBQ writer and are looking into major in History, this is a class for you. However, I heard this class is article and textbook reading heavy.
Tbh all classes can be self-studied but the best APs to self study up on the list are:
- AP Calculus AB (BC if taken AB prior)
- AP Statistics
- AP U.S. Government and Politics
- AP Environmental Science
- AP Psychology
- AP Japanese / Chinese Language and Culture (If fluent don't study lol)
There is more we have but for now this should be good. :)
PM if questions.
submitted by tennisplayer0415 to APStudents [link] [comments]

Rules for Trading Forex

Forex markets can be volatile and uncertain at the best of times, and inexperienced traders can easily end up chasing their losses. Yet it is precisely this volatility that gives you the potential for major profits. These 10 rules of forex trading may give you the best chance of landing on the winning side. Please remember, however, that trading carries a high level of risk to your capital, and profit is not guaranteed. Over 95% of all new individuals lose all their capital in the first month of trading forex

1. Avoid forex trading software that claims to guarantee returns

While you’re on the hunt for forex trading software, be sure that you’re not taken in by promises of guaranteed returns. There is no forex trading software that can assure you of winning trades. If there was, why would anyone sell it?

2. Always use a demo trading account

We’ve all heard that practice makes perfect, and it’s true. A demo trading account can help you improve your trading skills with virtual trades in real markets. Once you’re skilled at demo trading, you can switch over to real-money forex trading. And even once you’re using a live account, you may still want to use your demo account to try out new forex trading strategies. Of course, you should always remember that your performance on a demo account may not be replicated in a live trading account.

3. Forex trading can be highly stressful – avoid emotional trading

Whenever real money is changing hands, the risk of loss is ever-present. Therefore you should base your trades on considered tactics and strategies. To avoid being led by your emotions stay focused on technical and fundamental factors and market news at all times.

4. Invest in a solid forex education

Knowledge is power – we all know that. Ensure that your forex provider gives you access to tutorials, webinars, expert financial analysis and commentary, an economic calendar, graphs and charts, and even forex trading signals. All of these tools will work to improve your trading performance. The ultimate goal is to generate greater profits than losses over time, even if you have less winning trades than losing trades.

5. You can learn to trade forex successfully

No forex trading system guarantees success (see rule 1) but some may be used as reliable guides. If you learn from the experience of successful forex strategists, your likelihood of success is far greater. But remember, when judging the results of any system or any expert, that past performance is not a reliable indicator of future results.

6. Manage your forex capital wisely

The forex markets can change on a dime, as currency markets are often characterized by high volatility. If you have generated winning trades, be sure to manage your profits. Use stop-loss and limit orders, closeout positions, and hedge your exposure to the best of your ability. Be sure that you are in control of your capital at all times.

7. Manage your investment-per-trade wisely

This is one of the most crucial aspects of forex trading. Many traders fail to heed this important advice: Don't trade more than one currency at a time. Doing so puts you at a significant risk of loss. If you spread your investments over a wide number of trades, you limit your overall losses by not putting all your proverbial eggs into one basket!

8. Use common sense

If you know you’re trading a strong currency against a weak currency, chances are the strong currency will dominate. We are going through a period now where USD is a strong global currency. With a Fed rate hike looming, you may want to back USD against emerging-market currencies. Use your common sense when judging the effect of current and upcoming events.

9. Ensure you use risk protection strategies at all times

Risk protection varies from one trader to the next. However, you can limit your risk by managing your capital wisely, limiting the amount you trade per position, using forex trading signals, trading with greater knowledge, hedging your trades, and using specific technical strategies. Your key risk protection tool is always your stop-loss order. Remember, however, that stop-losses are not guaranteed and you can lose more than your initial deposit.

10. Be especially cautious about overextending yourself with leverage

Leverage allows you to increase the size of trade you can control with your investment capital. It magnifies your profits but it can also magnify your losses. Be sure to limit the leverage you use so you don’t get into serious financial trouble.

The bottom line

By following these 10 golden rules to forex trading, you should find yourself in a much better position over the long term. Your focus should always be on trading currency pairs that you understand, in a way that does not expose you to too much risk. Read up about market conditions likely to impact upon the currencies you’re trading, limit your leverage to an affordable amount, and use a demo trading account to understand the market dynamics.
submitted by ShelSingh to u/ShelSingh [link] [comments]

Rules for Trading Forex

Rules for Trading Forex

Forex markets can be volatile and uncertain at the best of times, and inexperienced traders can easily end up chasing their losses. Yet it is precisely this volatility that gives you the potential for major profits. These 10 rules of forex trading may give you the best chance of landing on the winning side. Please remember, however, that trading carries a high level of risk to your capital, and profit is not guaranteed. Over 95% of all new individuals lose all their capital in the first month of trading forex
  1. Avoid forex trading software that claims to guarantee returns
While you’re on the hunt for forex trading software, be sure that you’re not taken in by promises of guaranteed returns. There is no forex trading software that can assure you of winning trades. If there was, why would anyone sell it?
  1. Always use a demo trading account
We’ve all heard that practice makes perfect, and it’s true. A demo trading account can help you improve your trading skills with virtual trades in real markets. Once you’re skilled at demo trading, you can switch over to real-money forex trading. And even once you’re using a live account, you may still want to use your demo account to try out new forex trading strategies. Of course, you should always remember that your performance on a demo account may not be replicated in a live trading account.
  1. Forex trading can be highly stressful – avoid emotional trading
Whenever real money is changing hands, the risk of loss is ever-present. Therefore you should base your trades on considered tactics and strategies. To avoid being led by your emotions stay focused on technical and fundamental factors and market news at all times.
  1. Invest in a solid forex education
Knowledge is power – we all know that. Ensure that your forex provider gives you access to tutorials, webinars, expert financial analysis and commentary, an economic calendar, graphs and charts, and even forex trading signals. All of these tools will work to improve your trading performance. The ultimate goal is to generate greater profits than losses over time, even if you have less winning trades than losing trades.
  1. You can learn to trade forex successfully
No forex trading system guarantees success (see rule 1) but some may be used as reliable guides. If you learn from the experience of successful forex strategists, your likelihood of success is far greater. But remember, when judging the results of any system or any expert, that past performance is not a reliable indicator of future results.
  1. Manage your forex capital wisely
The forex markets can change on a dime, as currency markets are often characterized by high volatility. If you have generated winning trades, be sure to manage your profits. Use stop-loss and limit orders, closeout positions, and hedge your exposure to the best of your ability. Be sure that you are in control of your capital at all times.
  1. Manage your investment-per-trade wisely
This is one of the most crucial aspects of forex trading. Many traders fail to heed this important advice: Don't trade more than one currency at a time. Doing so puts you at a significant risk of loss. If you spread your investments over a wide number of trades, you limit your overall losses by not putting all your proverbial eggs into one basket!
  1. Use common sense
If you know you’re trading a strong currency against a weak currency, chances are the strong currency will dominate. We are going through a period now where USD is a strong global currency. With a Fed rate hike looming, you may want to back USD against emerging-market currencies. Use your common sense when judging the effect of current and upcoming events.
  1. Ensure you use risk protection strategies at all times
Risk protection varies from one trader to the next. However, you can limit your risk by managing your capital wisely, limiting the amount you trade per position, using forex trading signals, trading with greater knowledge, hedging your trades, and using specific technical strategies. Your key risk protection tool is always your stop-loss order. Remember, however, that stop-losses are not guaranteed and you can lose more than your initial deposit.
  1. Be especially cautious about overextending yourself with leverage
Leverage allows you to increase the size of trade you can control with your investment capital. It magnifies your profits but it can also magnify your losses. Be sure to limit the leverage you use so you don’t get into serious financial trouble.
The bottom line
By following these 10 golden rules to forex trading, you should find yourself in a much better position over the long term. Your focus should always be on trading currency pairs that you understand, in a way that does not expose you to too much risk. Read up about market conditions likely to impact upon the currencies you’re trading, limit your leverage to an affordable amount, and use a demo trading account to understand the market dynamics.
submitted by ShelSingh to FxKings [link] [comments]

Genesis Vision Review

Genesis Vision Review

https://preview.redd.it/nrbrb96i6in21.png?width=240&format=png&auto=webp&s=2792d16cbb58e45bf8d947cbde8b810b6e641534
Genesis Vision

Just one of those days…
Hmm, this looks like an interesting project. Chart looks good plus it didn’t really go up a lot the last couple of days, unlike the other coins. Or maybe it didn’t go up because there is something that I don’t know yet?

Let’s look online a bit longer to see if something fishy is going on before I buy some. The chart does look really good!
No, nothing out of the ordinary here, I think it might just not have gone up yet but it probably will. If Bitcoin manages to not drop double digit percentages out of nowhere today that is…

Seems to be close to resistance, and there are a couple BTC worth of sell orders at 140 sats, I’ll wait for that to break, and buy when it shows some strength.

Getting close now, let’s wait for it to break by gluing my face to the screen to watch the 1 minute chart.
There it goes! Ok, I’ll start with a small buy - Oh man It’s really going! Buy a little more - Market buy ALL the things!
What, no wait. No not again! Please, please no not again… Argh…

https://preview.redd.it/cup9237n6in21.png?width=256&format=png&auto=webp&s=91264c3cbfe10a0d9e699b1774a2e74b7d79bb49
Guess I will hold for a couple of days, don’t feel like taking a loss. It will probably rebound on the ‘resistance turned into support’ zone, right?
I am already watching this chart for 2 hours.. I should really go do something productive. Lets just set some sell orders here and here. That market buy order really got my buy-In high, close to a 2% loss at present. I Totally wasted this evening, and I am still in the red. How is that even possible?

Next morning
Let’s check my portfolio. Ah man the support didn’t hold, now what? Actually, it looks like this might even go lower now. This 130 sats support is really strong so I guess I’ll use that as a stop-loss.
- Stop loss triggered
Oh my god man, why am I always so unlucky? Close to a 5% BTC loss, besides the loss of time. Talking about Bitcoin, how’s the big guy holding up?
Hmm also looks weak to be honest. It’s dropping as we speak. Should I sell and rebuy lower? That could at least get me a bit of Bitcoin back. Yeah it’s really dropping now. The entire market is going down. Sell volume is increasing as well. I should really sell some. Whatever just sell it all.
Yeah, like I thought, it’s going lower. I’ll rebuy when it goes a little bit lower. There she goes! Just a little bit lower before I buy in, might just get me back all my lost BTC at least!
Bit of buying pressure going in now but that’s normal, nothing goes down, or up for that matter, the entire time. I will wait it out, got my buy-in set anyway.

Please stop going up. Please STOP going up. Oh my frikkin god, got to buy back higher now. No way, I won’t do that. I’ll wait for it to drop. This is unreal!
It won’t go back down. Why won’t it go back down?! Fine I’ll buy it back. Can’t believe it, I always lose, forget it, at least I will get some USD profits when I buy now – Market buy all the things!

https://preview.redd.it/vc5eg4vv6in21.png?width=259&format=png&auto=webp&s=5185cc6498524de856db27b2f4bfcb2568ae4ccb
NO WAY, IT’S GOING DOWN THE SECOND I BUY? HOW, WHY, WHAT THE HELL IS GOING ON?
The above is probably an experience that a lot of (retail) traders can relate to, and have probably gone through somewhere in their trading career, be it crypto or any stock, commodity, index or whatever else is possible to trade online.
It’s a common problem, and it is the reason why only a small percentage of people manage to ‘beat the market’. People simply have the internal emotional trigger to buy something when gains are in line of sight, and sell something when losses are made. The bars being green (good) and red (bad) also don’t really help with trying to shake off that feeling.

Genesis vision tries to solve this problem, giving people willing to invest in cryptocurrencies, forex and in the future probably commodities and indices, the possibility to invest in experienced, successful and hardened traders that have a solid track record, instead of taking the time and trading education (which some of those experienced traders say to be just as expensive in the end as a regular college degree, with all the losses and all) to get solid results themselves.

Obviously this already exists. You can give your money to for example hedge funds, private equity funds and nowadays even robo-advisors. But do they really get the biggest return on investment? Are you important enough to have the best trader in the company actually managing your account? Are you leaving your hard earned money at the company that hired the best traders at all? Or do they squander and play the above mentioned game themselves?

Who knows really. In the end, you give your money to a company that says it could, possibly, get you a whopping 7% return after a year. But only if everything goes right, the economy doesn’t implode or a stock they are too heavily invested in doesn’t go belly-up.
Scrap that, they will make a whopping 7% return, but they obviously need to take some of those profits for their fees. A entry fee, a profit-fee, some unforeseen fees, and the list goes on and on.

When you want to invest some of that money you earned after a long 40 hour workweek, it better be handled by the best, giving you the highest return on investment without any catch.

Transparency and clarity

Again, Genesis vision tries to solve this. How? By putting EVERY trade on the blockchain, giving extreme clarity in the trades made, and more importantly, the results of the trader or company (called Genesis Vision Manager). This means that people that want to invest their cash can decide for themselves who will handle their funds.

No more excuses why the expected return on investment wasn’t accomplished, or uncertainty if any of these companies are actually telling you the truth when it comes to the results they have had with your funds. No more sweeping the bad trades under the rug. We. Can. See. Your. Mistakes. And successes of course!

It creates extreme openness, and it gives a lot of power back to the consumer that wants to invest.
Most financial instruments are (deliberately made) so hard to grasp and confusing that most general investors don’t even want to bother, and just believe the suit with the impressive building and the nice car. But now you don’t even have to look up the terms collateralized mortgage obligation or the exotic inflation derivative. They have the option to simply look up the manager, his results, and his requirements to invest with (in) him or her.

https://preview.redd.it/ghu8t5p17in21.png?width=245&format=png&auto=webp&s=566cff3b153c97ead5c122ba7d775b2fabecd778
Genesis Vision gives the possibility to invest in both Funds and programs. The biggest difference being that investors can withdraw their profits from a fund at any time, while their funds are locked in a program until it ends, receiving a part of the profits made directly linked to the share of the pool they invested in.

However, if you are satisfied with your current manager, the program and the results so far, you can select the option to auto-invest your stake into the next program, getting that compounding interest effect rolling. Of course only when you have found the right manager to handle your funds!

A loss is obviously still a loss, and although Genesis Vision tries to limit the risk by implementing a tier system to filter managers by their previous results, you can never be sure you actually make gains on your investment. The same rules apply as to investing wherever else. Don’t put it all in one basket, only invest what you are willing to lose, do NOT take out loans or credit to invest and above all do your research before you enter into any program or fund!

The dashboard

https://preview.redd.it/j8k03ht37in21.png?width=550&format=png&auto=webp&s=9ef4f590ffb25518a293b87993afc205075da288
The Genesis Vision dashboard looks very appealing, going for a futuristic style that resonates with the entire crypto and financial sector. Investors are first shown a couple of filters to make the search for the right vehicle to invest in easy to accomplish. Below the first general filters investors can find the different programs with a vast array of stats available to make the right decision. However, there is a lot going on here, and it would be smart for Genesis to implement some kind of tutorial showing new investors what everything shown on the screen actually means.


After finding a program that matches your personal investing style regarding buy-in, duration of the program, entry fee and generally your risk tolerance, the people behind the program can be examined. Managers are able to tell a little bit about themselves and their investment style. Statistics and graphs of previous results are shown and this helps to get some reassurance, or lets you ignore a certain investment possibility. If everything seems to fit, and people are willing to pull the final trigger, they can invest with Bitcoin, Ethereum, Tether or their own Genesis Vision token.

The bottom line

Genesis Vision could be the instrument for (crypto)investors to try and maximize their profits, but for the regular amateur trader it will mostly help with erasing their beginner mistakes and trading losses. It gives back the power to the consumer and the client. Where normally the investing is done by traders on for example Wall Street, using complicated schemes to grab as much as possible of the retail investor who is taking all of the risk, Genesis Vision creates transparency, brutally rejects losing managers and lets investors get a honest and deserved piece of the pie.
It is yet another example of the power of cryptocurrencies and blockchain technology, disrupting one of the largest sectors worldwide.

That concludes this review! If you want to add anything or have questions, please feel free to comment below.

Are you feeling generous, and did you enjoy this article? I accept donations!

BTC: 369AyfgLtZ349omHgafUGkrNCGHLuhPGtx
ETH: 0xd74635002Af9e191665D2AaDD03921E7f1201387
LTC: MEvKQ1d4GYsyMjqYwizVb6RZmEUjDXj5ty
GVT: 0x9450d2c145a7758c1d2bcfd03a1374de90fea028

Connect with me on twitter: @BullishOnCrypts
submitted by Cryptobullish020 to genesisvision [link] [comments]

Metatrader 4 - How to Install the Software on the Linux Platform

There is an immense curiosity about how traders should Easy Insta Profits Review use the very popular trading program Metatrader four on the Linux platform. The following content tells you the basic steps of installing MT4 in the Linux. Forex trader can adapt his distribution in an easy way, and install in on his or her ubuntu VPS. But until the Metaquotes really offers a native Linux version, or temporarily what one can do is to simply run the program under WINE emulation, and let the WINE tools to do the mundane job for you. Sixth, the whole MT4 download is complete, foreign currency traders should be able to detect an icon on their respective desktops and locate a current install of MT4 under their Linux. If they have any problems concerning the installation, they should consult the brokers and seek for online installation support, if many attempts of download fail.
First of all, Forex traders should install WINE if it is not yet previously installed. Trader should key in: sudo apt-get install wine, then wait for things to happen. Once the WINE is installed, the trader needs to configure it, yet the process involved is pretty easy. A typical user should run /winecfg/ from the terminal and automatic set up will then begin. If you want further configuration or detailed tweaking, recheck the tabs when necessary, for more complex handling investors should consult online service or trading expertise. But usually one has to set it as a default, its equipment is more than enough for ordinary usage. Since currency trading involves some risks, it is recommended that the customer tests the software on a demo account to familiarize himself to the system. If the demo program does not satisfy the customer's needs, he can return the program with a 100 percent refund.
What about the drawdown of the system This currency trading product's drawdown is 0.35 percent. This percentage figure shows the maximum percent of capital that this robot has lost. Compared to typical Forex drawdown rates of 10 percent to 20 percent, FAP Turbo's drawdown rate is low. This explains why the equity graph of this software is as smooth as shown on its website.FAP Turbo remains consistent in maintaining profitability even when the same rules as applied to its back tests are also applied to its live trading performance. This software product provides a lifetime membership to its customers. Members could get access to all the versions of the software as well as to all the latest updates. Installation instructions are included in the package.
It's cumbersome to start off with foreign exchange trading. If you want to consistently earn profits in less time and effort, automated currency trading software are available. All you have to do is press buttons and expect your profit margin to rise.Your IvyBot purchase will never be outdated. Purchasing IvyBot for an affordable one-time fee includes having you as a lifelong member with IvyBot. With this membership, you'll be provided with free upgrades that will keep your robot updated with the Forex market and ensure that your robot stay profitable.Moreover, installing IvyBot is simple. Included in the package are video tutorials on how to install and operate the system as well as other additional indicators and scripts.Beginners and veteran Forex traders will appreciate IvyBot's automation and customization features. IvyBot is currently sold at $149.95.
https://optimusforexreview.com/easy-insta-profits-review/


submitted by beulamary3 to u/beulamary3 [link] [comments]

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)
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  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)
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  11. BNielson (176 points, 108 comments)
  12. jameschanx (176 points, 94 comments)
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  15. boyko11 (154 points, 99 comments)
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  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)
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  38. nurobezede (85 points, 64 comments)
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  48. nickzelei (75 points, 41 comments)
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  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)
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  75. omscs_avik (53 points, 37 comments)
  76. bman8810 (52 points, 31 comments)
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  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)
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Binary Boom Review 2015 - Is Binary Boom SCAM? So How Does Binary Boom Software Work?? Binary Boom By Dennis Anker Review

Binary Boom Review 2015 - WHAT THE HECK IS A BOOM? Learn the Insider Details about Binary Boom in this Binary Boom review! So What is Binary Boom Software all about? So Does Binary Boom Actually Work? Is Binary Boom Software scam or does it really work?
To find answers to these concerns continue reading my in depth and honest Binary Boom Review below.
Binary Boom Description:
Name: Binary Boom
Niche: Binary Options.
Official Web site: Activate The NEW Binary Boom Software!! CLICK HERE NOW!!!
What is Binary Boom?
Binary Boom is basically a binary options trading software application that is developed to assistance traders win and predict the market trends with binary options. The software likewise offers evaluations of the market conditions so that traders can know exactly what should be your next step. It provides different secret techniques that ultimately assists. traders without using any complicated trading indicators or follow graphs.
Binary Boom Binary Options Trading Strategy
Base the Binary Boom trading technique. After you see it working, you can start to execute your method with regular sized lots. This technique will pay off with time. Every Forex binary options trader should select an account type that is in accordance with their needs and expectations. A bigger account does not imply a bigger profit potential so it is a great concept to begin little and slowly add to your account as your returns increase based on the trading selections you make.
Binary Options Trading
To assist you trade binary options effectively, it is very important to have an understanding behind the principles of Binary Options Trading. Currency Trading, or foreign exchange, is based upon the perceived value of. 2 currencies relative to one another, and is affected by the political stability of the country, inflation and interest rates to name a few things. Keep this in mind as you trade and discover more about binary options to optimize your learning experience.
Are the trades on the Binary Boom website actually live and occurring today this very second"? Is exactly what I'm seeing the REAL live price of the currency pairs?
Yes, trades are genuine. And yes, you see the REAL TIME rate of each currency pair traded.
Exactly what you're seeing are genuine trades that Binary Boom is placing right now in my Binary Options brokerage account, as they're being traded.
The entry and expiry prices and times are all accurate and precise.
The only thing they delay on the site is whether the trade is a CALL or a PUT ... and I do that for only 20 seconds.
Click Here And Watch This Video And Learn Why The Trades Are LIVE
Why does binary boom delay this information?
So People can not copy trades straight from the Binary Boom website, and because a 20 second delay is fair: on the one hand, They as much better results due to the fact that these are 60 second Binary options trades and rate can still change throughout the last 40 seconds.
On the other hand, anyone attempting to copy trades straight from the Binary Boom website won't get the real outcomes of Binary Boom as they'll be copying trades that are 20 seconds old.
Why are they delaying whether a trade is a CALL or a PUT by 20 seconds?
So people can't copy trades straight from the Binary Boom website. So dennis anker decided that a 20 second delay was fair because it prevents manually copying the trades, but it doesn't enable enough time to falsify the results you see with any degree of consistency. That's a win win situation - I can be sure that no one is copying trades from the Binary Boom site and you can be sure that the outcomes are genuine.
Is it possible for you to control the published outcomes by concealing the CALL/ PUT status for 20 seconds?
No, it's IMPOSSIBLE. Here's why:
BinaryBoom places 60 second Binary options trades. This is very important because when binary boom spots a trend it will place multiple trades for maximum profits!
If you're streaming existing market prices, it's difficult to know which rate will be 60 seconds from now. It's likewise impossible to understand which rate will certainly be 40 seconds from now.
Simply puts, the preliminary 20 seconds of each trade offers dennis anker NO benefit in knowing where rate will certainly be when a 60 second Binary Options trade expires.
Do not believe me? try it yourself!
Do the following:
Go to ANY broker, select any currency pair, then try speculating if cost will be above or below the existing market price after 40 seconds.
Wait 40 seconds.
Do that 10 times.
I ENSURE you will not be right more than 3 4 times!
The ONLY reason dennis postpone revealing the CALL/ PUT condition of a trade is merely to prevent people copying trades straight from the web site.
Is it safe to download the BinaryBoom software?
Yes, downloading is 100% safe for 2 factors.
First, binary boom is a Microsoft Verified Publisher.
That indicates dennis has given a special "certification" that confirms the validity of the binary boom software, that it does not contain a virus, malware, and so on, that it's 100 % clean and hasn't been tampered with in any way.
It's really HARD to get this kind of certification, but means that software publishers who do are the most reliable on the web.
The "certification" is embedded in the binary boom application and recognized by Windows, so you can verify that binary boom is a Microsoft Verified Publisher merely looking for this when installing BinaryBoom:
KEEP IN MIND: NEVER set up software application that doesn't show the name of the business in the Verified Publisher field.
Second, BinaryBoom has close to 7,000 ACTIVE happy users.
What The Heck Is Boom? A boom is when a currency pair has started to trend, That is the reason binary boom is so profitable it place's trades within a trend!
Binary Boom Summary
In summary, there are some obvious concepts that have actually been tested in time, as well as some newer strategies. that you may not have actually thought about. Hopefully, as long as you follow exactly what we suggest in this article you can either get started with trading with Binary Boom or enhance on exactly what you have already done.
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Apple Stock Robot Review 2015 - Is The Apple Bot SCAM Or LEGIT? Best Apple Stock Trading Software! Apple Bot By Gunnar Errikson Review

Apple Stock Robot Review 2015 - APPLE BOT?? Discover the INSIDER Facts about The Apple Stock Robot in this Apple Stock Bot review! So What is Apple Bot Software all about? So Does Apple Stock Robot Actually Work? Is Apple Stock Bot scam or does it really work?
To find answers to these questions continue reading my in depth and honest Apple Bot Review below.
Apple Stock Robot Description:
Name: Apple Bot
Niche: Apple Stock Trading
Official Website: Activate The NEW Apple Stock Robot!! CLICK HERE NOW!!!
What is Apple Stock Robot?
Apple Stock Robot is essentially a stock trading software that was created to help traders win and forecast the marketplace trends with apple stocks. The software likewise offers evaluations of the market conditions so that traders can understand exactly what should be your next step. It offers various secret techniques that eventually assists traders without utilizing any complicated trading indicators and without needing to follow graphs.
Apple Stock Bot - Apple Stock Trading Strategy
Base the Apple Stock Robot trading strategy. After you see it working, you can begin to execute your technique with routine sized lots. This approach will certainly settle in time. Every stock trader should select an account type that is in accordance with their needs and expectations. A larger account does not imply a bigger revenue potential so it is an excellent concept to start little and slowly add to your account as your returns increase based on the trading choices you make. Keep this in mind as you trade and discover more about apple stock trading to optimize your learning experience and to boost your income.
Apple Stock Robot Summary
In summary, there are some obvious ideas that have actually been tested with time, along with some more recent techniques. that you may not have thought about. Ideally, as long as you follow what we recommend in this article you can either begin with trading with Apple Stock Robot or enhance on what you have actually currently done.
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Binary Hijack Review 2015 - Is Binary Hijack SCAM Or LEGIT? So How Does Binary Hijack Software Work? Binary Hijack By Nick Review

Binary Hijack Review 2015 - BINARY HIJACK? Find out the Insider Facts about Binary Hijack in this Binary Hijack review! So Exactly what is Binary Hijack Software all about? Does Binary Hijack Actually Work? Is Binary Hijack Software application scam or does it really work?
To find answers to these questions continue reading my in depth and honest Binary Hijack Review below.
Binary Hijack Description:
Name: Binary Hijack
Niche: Binary Options.
Official Web site: Activate The NEW Binary Hijack Software!! CLICK HERE NOW!!!
Exactly what is Binary Hijack?
Binary Hijack is generally a binary options trading software application that is designed to help traders win and forecast the marketplace trends with binary options. The software likewise offers analyses of the market conditions so that traders can know what should be your next step. It gives various secret strategies that ultimately helps. traders without utilizing any complicated trading indicators or follow graphs.
Binary Hijack Binary Options Trading Method
Base the Binary Hijack trading method. After you see it working, you can start to execute your technique with regular sized lots. This technique will certainly pay off over time. Every Forex binary options trader must pick an account type that is in accordance with their needs and expectations. A larger account does not indicate a larger profit potential so it is a fantastic concept to start little and slowly add to your account as your returns increase based upon the trading choices you make.
Binary Options Trading
To assist you trade binary options correctly, it is essential to have an understanding behind the fundamentals of Binary Options Trading. Currency Trading, or foreign exchange, is based on the viewed value of two currencies pairs to one another, and is affected by the political stability of the country, inflation and interest rates to name a few things. Keep this in mind as you trade and find out more about binary options to optimize your learning experience and boost your profits.
Binary Hijack Summary
In summary, there are some obvious ideas that have actually been checked in time, in addition to some more recent strategies. that you might not have actually considered. Ideally, as long as you follow exactly what we suggest in this article you can either begin with trading with Binary Hijack or enhance on exactly what you have actually already done.
Click Here To Claim Your Binary Hijack LIFETIME User License!!
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China Millionaire Review 2015 - Is China Millionaire SCAM Or LEGIT? How Does China Millionaire Software Work!! China Millionaire By Jin Lee Review

China Millionaire Review 2015 - CHINA MILLIONAIRE?? CHINA'S SECRET REVEALED!! Find out the Facts about China Millionaire in this China Millionaire review! So What is China Millionaire Software all about? Does China Millionaire Actually Work? Is China Millionaire Software application scam or does it really work?
To find answers to these concerns continue reading my in depth and truthful China Millionaire Review below.
China Millionaire Description:
Name: China Millionaire
Niche: Binary Options.
Official Website: Activate The NEW China Millionaire!! CLICK HERE NOW!!!
Exactly what is China Millionaire?
China Millionaire is essentially a binary options trading software that is created to assistance traders win and forecast the market trends with binary options. The software also offers analyses of the market conditions so that traders can know exactly what should be your next step. It offers different secret techniques that ultimately helps. traders without utilizing any complex trading indicators or follow graphs.
China Millionaire Binary Options Trading Technique
Base the China Millionaire trading method. After you see it working, you can begin to execute your method with regular sized lots. This method will certainly pay off in time. Every Forex binary options trader should pick an account type that is in accordance with their needs and expectations. A larger account does not mean a larger revenue potential so it is a great idea to begin small and slowly add to your account as your returns increase based upon the trading selections you make.
Binary Options Trading
To assist you trade binary options effectively, it is necessary to have an understanding behind the fundamentals of Binary Options Trading. Currency Trading, or foreign exchange, is based on the viewed value of 2 currencies pairs to one another, and is affected by the political stability of the country, inflation and interest rates among other things. Keep this in mind as you trade and discover more about binary options to optimize your learning experience and boost your trading profits.
Will this work for You?
China Millionaire is a super algorithm that allows you to profit on auto pilot. What does that mean? It means that you can make automated trades without even knowing what a ‘call’ or ‘put’ is. Just follow the easy instructions and you will be trading like a pro – even if you don’t know a thing about trading!
What does approved and verified mean?
Good question. The China Millionaire software is an Approved and Verified software. That means that all results and claims have been independently verified and approved by a third party. So you can rest assured that all results are accurate.
Who can I call with questions?
As a China Millionaire member, you will have access to your own 24/7 support line. Call them any time, they are always there to help you!
Where can You use the software?
Because the China Millionaire software is digital, you can use the software absolutely anywhere. Access China Millionaire from your PC, laptop, tablet and smartphone wherever there is an Internet connection.
How fast can You withdraw your profits?
You can withdraw your profits at any time and they will appear in your bank account within 2-3 business days.
China Millionaire Summary
In summary, there are some apparent ideas that have been checked in time, along with some more recent methods. that you might not have actually considered. Hopefully, as long as you follow exactly what we suggest in this article you can either start with trading with China Millionaire or improve on what you have actually currently done.
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Millionaire Dream Review 2015 - Is Millionaire Dream SCAM? How Does Millionaire Dream Software Work??. Millionaire Dream By Chris Review

Millionaire Dream Review 2015 - MILLIONAIRE DREAM??? Discover the Facts about Millionaire Dream in this Millionaire Dream review! So Exactly what is Millionaire Dream Software all about? Does Millionaire Dream Actually Work? Is Millionaire Dream Software scam or does it really work?
To find answers to these questions continue reading my in depth and honest Millionaire Dream Review below.
Millionaire Dream Description:
Name: Millionaire Dream
Niche: Binary Options Trading.
Official Site: Access The Brand NEW Millionaire Dream System!! CLICK HERE NOW!!!
Exactly what is Millionaire Dream?
Millionaire Dream is generally a binary options trading software application that is developed to help traders win and forecast the marketplace trends with binary options. The software also provides evaluations of the market conditions so that traders can know what should be your next step. It provides different secret methods that ultimately helps. traders without utilizing any complicated trading indications or follow graphs.
Millionaire Dream Binary Options Trading Strategy
Base the Millionaire Dream trading method. After you see it working, you can start to implement your method with regular sized lots. This method will certainly settle over time. Every Forex binary options trader should choose an account type that is in accordance with their needs and expectations. A bigger account does not mean a larger revenue potential so it is a great concept to begin small and gradually add to your account as your returns increase based on the trading selections you make.
Binary Options Trading
To assist you trade binary options properly, it is necessary to have an understanding behind the basics of Binary Options Trading. Currency Trading, or foreign exchange, is based upon the viewed value of. two currencies relative to one another, and is influenced by the political stability of the country, inflation and interest rates to name a few things. Keep this in mind as you trade and find out more about binary options to optimize your learning experience.
Millionaire Dream Summary
In summary, there are some evident ideas that have been checked over time, in addition to some newer methods. that you may not have thought about. Ideally, as long as you follow exactly what we suggest in this article you can either get going with trading with Millionaire Dream or improve on what you have actually currently done.
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Protected Profits Review 2015 - Is Protected Profits SCAM Or LEGIT? Best Binary Options Trading Software. The Truth About Protected Profits System

Protected Profits Review 2015 - PROTECTED PROFITS??? Discover the Secrets about Protected Profits in this Protected Profits review! So Exactly what is Protected Profits Software all about? Is Protected Profits Software application scam or does it really work?
To discover answers to these concerns continue reading my in depth and honest Protected Profits Review below.
Protected Profits Description:
Name: Protected Profits
Niche: Binary Options.
Official Site: Access The NEW Protected Profits System!! CLICK HERE NOW!!!
Exactly what is Protected Profits?
Protected Profits is basically a binary options trading software application that is developed to assistance traders win and forecast the market trends with binary options. The software likewise offers analyses of the market conditions so that traders can know what should be your next step. It provides different secret strategies that eventually assists. traders without making use of any complicated trading indicators and without following any graphs.
Protected Profits Binary Options Trading Strategy
Base the Protected Profits trading strategy. After you see it working, you can start to execute your method with routine sized lots. This technique will pay off over time. Every Forex binary options trader should pick an account type that is in accordance with their requirements and expectations. A larger account does not mean a bigger revenue potential so it is an excellent concept to begin small and quickly add to your account as your returns increase based on the winning trades the software will predict.
Binary Options Trading
To help you trade binary options correctly, it is necessary to have an understanding behind the principles of Binary Options Trading. Currency Trading, or foreign exchange, is based on the perceived value of two currencies pairs to one another, and is impacted by the political stability of the country, inflation and interest rates to name a few things. Keep this in mind as you trade and find out more about binary options to maximize your learning experience.
Protected Profits Summary
In summary, there are some apparent ideas that have actually been checked in time, along with some newer techniques. that you might not have considered. Ideally, as long as you follow exactly what we recommend in this short article you can either get started with trading with Protected Profits or improve on what you have currently done.
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Gold Digger Review 2015 - Is Gold Digger Software SCAM Or LEGIT? World's First Gold Trading Robot That Works. The Truth About Gold Digger App By Anthony And Ronald

Gold Digger Review 2015 - GOLD DIGGER?? Find out the Secrets about Gold Digger in this Gold Digger review! So What is The Gold Digger System all about? Is Gold Digger Software scam or does it really work?
To discover answers to these concerns continue reading my in depth and truthful Gold Digger Review below.
Gold Digger Description:
Name: Gold Digger
Niche: Forex Binary Options Trading.
The World's First Automated Gold Trading Robot That Works!
Official Site: Access The NEW Gold Digger App!! CLICK HERE NOW!!!
What is Gold Digger?
Gold Digger is essentially a forex binary options trading software that is created to assistance traders win and forecast the marketplace trends with binary options. The software also provides analyses of the market conditions so that traders can know exactly what should be your next step. It provides various secret techniques that ultimately helps. traders without making use of any trading indications or without following and complicated graphs.
Gold Digger Binary Options Trading Method
Base the Gold Digger trading technique. After you see it working, you can start to implement your technique with routine sized lots. This strategy will pay off in time. Every Forex binary options trader must choose an account type that is in accordance with their needs and expectations. A bigger account does not mean a larger profit potential so it is a great idea to start little and quickly add to your account as your returns increase based upon the winning trades the software will predict.
Binary Options Trading
To help you trade binary options correctly, it is very important to have an understanding behind the principles of Binary Options Trading. Currency Trading, or foreign exchange, is based on the perceived value of two currencies pairs to one another, and is impacted by the political stability of the country, inflation and interest rates among other things. Keep this in mind as you trade and discover more about binary options to optimize your learning experience.
Gold Digger Summary
In summary, there are some obvious concepts that have been tested over time, as well as some more recent methods. that you might not have actually thought about. Hopefully, as long as you follow what we suggest in this short article you can either begin with trading with Gold Digger or enhance on what you have actually already done.
There Is Only A Very Limited Spaces Available
So Act Now Before It's Too Late
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Mediterranean Millionaire Review - Is Mediterranean Millionaire SCAM? So What Is Mediterranean Millionaire By Nikos Stamoulis

Mediterranean Millionaire Review - Find out the Facts about Mediterranean Millionaire By Nikos Stamoulis in this Mediterranean Millionaire review! So Exactly what is Mediterranean Millionaire all about? Is Mediterranean Millionaire Software scam or work?
To find answers to these concerns continue reading my in depth and honest Mediterranean Millionaire Review below.
Mediterranean Millionaire Description:
Name: Mediterranean Millionaire
Niche: Binary Options.
Official Website: CLICK HERE! Access The NEW Mediterranean Millionaire!!
Exactly what is Mediterranean Millionaire?
Mediterranean Millionaire is essentially a binary options trading software application that is designed to. help traders win and predict the market trends with binary options. The software also offers analyses of market. conditions so that traders can understand exactly what should be your next step. It provides different secret strategies that ultimately assists. traders without making use of any complex trading indicators or follow graphs.
Mediterranean Millionaire Binary Options Trading Technique
Base the Mediterranean Millionaire trading strategy. After you see it working, you can begin to implement. your technique with routine sized lots. This approach will pay off gradually. Every Forex binary options trader should select an account type that is in accordance with their requirements and expectations. A larger. account does not mean a bigger revenue potential so it is a great idea to begin small and slowly add to your account as your. returns increase based on the trading choices you make.
Binary Options Trading
To help you trade binary options properly, it is important to have an understanding behind the fundamentals of Binary Options Trading. Currency Trading, or foreign exchange, is based on the perceived value of. 2 currencies relative to one another, and is affected by the political stability of the country, inflation and interest rates among other things. Keep this in mind as you trade and learn more about. binary options to optimize your learning experience.
Mediterranean Millionaire Summary In summary, there are some obvious concepts that have been tested in time, as well as some newer techniques. that you might not have thought about. Hopefully, as long as you follow what we suggest in this article,. you can either start with trading with Mediterranean Millionaire or enhance on what you have actually already done.
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Graphic Design Bangla Tutorial  Episode - 1 - YouTube TradingView Charts Tutorial - Quick Start Training - YouTube Introduction to Technical Analysis for Beginners - YouTube How to analyse Forex trading charts - Technical Analysis ... Forex Analysis. Predicting Market Movements with Lines ... How To Analyze FOREX Charts  SIMPLE TIPS - YouTube Understanding Forex Charts - YouTube Tutorial 1 - MetaTrader 4 Tips and Tricks - YouTube FOREX Training Course - lesson 1 : (Setting up your charts)

Most forex traders start with MetaTrader 4, which you can download for free to start viewing free forex charts. One of the main benefits of these platforms is the fact you can trade directly from the chart you are viewing. So, once you are well versed in how to read forex trading charts and can identify possible signals to trade, you can easily access a live order ticket to buy or sell. Forex glossary: ask-bid, Forex Volatility etc. Forex glossary — basic terms and concepts of the Forex market Forex books Forex literature: Forex as viewed by professional traders Tutorial Forex trading tutorial Now, we’ll explain each of the forex charts, and let you know what you should know about each of them. Line Chart. A simple line chart draws a line from one closing price to the next closing price. When strung together with a line, we can see the general price movement of a currency pair over a period of time. It’s simple to follow, but the line chart may not provide the trader with much ... Forex Technical Analysis Tutorial will give you a strong foundation of professional technical analysis. ... We can represent these numbers visually by a line graph that connects closing prices as illustrated in the image below. This is the most basic chart type. To construct a line chart for any security, you only need the closing price for that security for every time period. The one-hour ... Forex charts can look drastically different depending on what options you want to use. Charts usually have settings for the display style of the price and the time frame that you want to view. Time frames can be anywhere from 1 second to 10 years, depending on the charting system. Price can usually be displayed as a candlestick, a line, or bar. Chart Types . Charts typically have several ... Chart Patterns Tutorial for Forex and Stock Market, ... Alter the iteration value, adjust graph markers and perform simulations, and have all of your operations closely logged. Users will be able ... How do Forex Chart Timeframes work? The amount of time shown on the chart depends on the particular timeframe you select. By default, our forex charts are set to daily (1D) timeframes. What this means is that each point on the graph, whether it be a line, candle or bar represents the trading data for one day.

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Graphic Design Bangla Tutorial Episode - 1 - YouTube

MetaTrader 4 is an extremely robust and efficient way to manage your investing. This video will demonstrate some of the platform features and will help you u... If you really like my videos and find them helpful you are welcome to support my effort - https://www.patreon.com/join/JannaFX Forex trading for beginners, p... For people new to trading Forex they may have stared at Forex charts for a while but not actually understood what the various things on the chart actually me... This video shows how simple it is to analyse a Forex chart, with a USDJPY example we execute a top down analysis using strictly tools and price action. This ... A TradingView charts tutorial showing users how to do technical analysis with charts by adding indicators, using drawing tools and more with the 2018 Trading... Everyone analyzes FOREX charts differently. In this video, I reveal the simple and straightforward way that I have been analyzing charts lately which has wor... NEW COURSE: https://chartguys.com/courses/entries-exits/ Introduction to Technical Analysis for Beginners Technical Analysis Basics Technical Analysis for Be... FOREX Trading Review Video 1 JUL 10 GBP/USD +251 pips - Duration: 10 ... Tutorial 1 - MetaTrader 4 Tips and Tricks - Duration: 10:31. Alpari UK 507,963 views. 10:31. MACD - Duration: 6:56 ... Graphic Design Bangla Tutorial first Episode Our Facebook Page : https://web.facebook.com/ccdesignerr/ Our Facebook Group : https://www.facebook.com/groups/3...

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