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Immediate Edge Review, Is Immediate Edge SCAM Or Legit Trading App?

Immediate Edge Review, Is Immediate Edge SCAM Or Legit Trading App?

Immediate Edge Review: Is This Crypto Robot Legit or Scam
Immediate Edge Review and investigation 20twenty. The Immediate Edge app is a crypto, forex and choices trading robot utilized by folks to automatically obtain and sell Bitcoin and create profits. Wanting at the website, many people claim it helped them move from rags-to-riches trading Bitcoin. Further, some claims linked it to Ronaldo and Sir Alex Ferguson

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Is Immediate Edge app legit or scam? Whereas the claims of its linkage to the higher than celebrities are unverifiable, we tend to can verify that the app is not a scam and permits individuals to trade Bitcoin using the Fibonacci strategy with ten minutes time frames
The app, that allows people to deposit at least $250 through mastercard and Sofort, scores 88% rate and a 5 stars as a real software
Since there are several scam cryptos, forex and options brokers who trick individuals to depositing money, and then they run away with the funds, we have taken time to review this software to determine if it is real or a scam.
Is Immediate Edge scam or legit
High success rate is reported by users with this software.
The Immediate Edge web site provides truthful claims about the service though it will not mean the crypto trading risks are eliminated with its use.
Customers should start with the minimum investment and increase it when satisfied with the utilization of the app.
Click the link to access Immediate Edge official web site or keep reading to understand more
This software will not seem to be a scam and users report that it helped them make real money trading on it.b site
What is Immediate Edge App?
Immediate Edgecould be a robot or auto-trading software that allows folks to trade forex, crypto and binary choices. A user deploys the algorithm-primarily based bot, which relies on a trading strategy that's automatically executed on a broker trading platform once deployed.
The strategy is coded or set like to permit the user to automatically get and sell crypto, stock or choices on the broker platform at favorable prices, to form profits. It can do automatic market analysis by analyzing a vast amount of knowledge from completely different sources, at intervals seconds and with high accuracy, then use the data to predict the costs. It can then come up with a transparent buy or sell tradable signal and then execute it automatically by shopping for and/or selling on the broker platform.
The software can, therefore, save a trader thousands of manual hours and labor they might have spent analyzing information to form trading choices and to follow the markets and to position and close trades. You conjointly do not want to understand anything concerning crypto, stock or option trading to use this auto trading app, although it is suggested to possess this information to keep improving on trading.
Trading bots will achieve high success rates of more than 90p.c and have been tested to work. You may be searching for Immediate Edge scam but the website can tell you that you can expect to earn between $950 and $a pair of,two hundred per day using the software but that depends on your expertise. As a newbie, you'll not start making that a lot of immediately and conjointly it depends on how a lot of you invest. With an investment of $250, you'll be able to expect to form a lot of lesser although some people claim to own made $12a pair of in a very few hours using this software.
That will not mean Immediate Edge is error-free. There still is a heap of unpredictable high volatility in crypto and bots will make mistakes and errors to create losses. Auto trading robots are better employed in combination with manual trading strategies.

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Immediate Edge Review
How will Immediate Edge work?
All a user has to try and do is join up at the Immediate Edge web site, then deposit funds to have access to the robot, when which they can begin trading by switching on the bot. It will would like no control or intervention from humans, beyond beginning and stopping it.
You additionally need to stay checking, daily, to observe the performance of the software in doing its job and ensure that it is earning any returns needless to say. From there, you can confirm whether or not to extend or decrease your investment towards crypto, options or stock trading using this robot.
You'll be able to also monitor performance to be ready to regulate the trading settings from your dashboard and optimize totally different features of the trading bot for instance set amount of trades or amount to invest in every trade.
Founder of Immediate Edge
In line with the Immediate Edge website, this trading bot was founded by Edwin James. Reportedly, he created billions with forex, crypto, and binary options trading and still shares his strategies on the way to trade the assets on the app.
He founded the app to create it potential for brand spanking new traders to create cash in less than 3 minutes of signing up.
How to sign up on Immediate Edge:
Registration: Registering or signing up on the website is free but to start trading, you want to deposit no less than $250. You discover a registration type on the top right of the page, on that you type in your email, full names and phone numbers and country code. Create a password to be used for logging in later.
Deposit funds: Depositing funds allows you to connect to a robot broker and then you'll begin the bot to start out trading. You'll deposit with Visa, Wire Transfers, Klarna or Skrill. The currencies supported are Swiss Franc, British Pound, US Greenback, and Euro and using a credit or debit card limits deposits to less than $/£/€/?10,00zero in one day and $/£/€/?40,000 in an exceedingly month.
Immediate Edgeisn’t licensed to handle your funds, it works with brokers to handle the cash once it's deposited.
Demo trading: Relying on the broker you're connected to, you can begin to practice trading with the Immediate Edge software. Some brokers do not have this feature on their platforms. Still, with the latter, you can test their options before you deposit cash to try and do live trading. With the demo options, you'll be able to familiarize yourself with the trading house before beginning to use real money to trade.
Trading: Before and when you've got switched on auto-trading, you would like to check the trading settings daily. You'll regulate some things including stop-loss orders and when to try to to them, amount to speculate per trade and how several trades to try to to per day. You'll be able to also choose that cryptocurrencies to trade, and you'll be able to select all the most in style ones together with Bitcoin and Ethereum. You also get to observe the profits/losses and decide if to continue and/or when to prevent.

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Withdrawals, user verification, cost of using the app and alternative options

The payouts or withdrawals are made by filling letter of invitation type on the funds’ management page and it can take two operating days to replicate in your checking account. No fee is charged on withdrawals. You'll withdraw your cash including the capital while not a lot of problem on this app, that is better than several that don't enable withdrawals at any time
While some bots need verifications by asking for your ID and statements, this one will not. You are done once uploading your payment details. The bot charges a commission on profit. Besides, you get twenty fouseven client support on Immediate Edge
Immediate Edge may be a legit, secure, user-friendly trading application for crypto, stocks, and choices. It has a zealous customer service and reports a high success rate. Another smart robot we have recently reviewed is Bitcoin Professional
We tend to hope that this review helped you to make a decision concerning this trading app. Additionally, subscribe to our web site to be invariably notified concerning new software from this industry. For live reviews subscribe to our Youtube Channel or FB Page.

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With Bitcoin Suddenly Surging, Canaan Stock Is Also Going Up Today

With Bitcoin Suddenly Surging, Canaan Stock Is Also Going Up Today



By signing up, you may receive emails concerning CoinDesk products and you agree to our terms & conditions and privacy policSTER ON THE SITE
We need all users to enroll on our platform to access the Bitcoin Trader platform. The sign up method is easy and solely takes a couple of minutes. You'll be able to forever contact our customer service team if you wish helpour Bitcoin Trader account for our trading robot to position trades on your behalf. We tend to need all users to possess a minimum of $250 in their account before accessing our web trader platform. This quantity is enough to require positions price lots of thousands of dollars when using leverage.

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You do not would like any expertise to trade with the Bitcoin Trader app. We tend to are ninety nine.99percent automatic, that means that live trading involves terribly little manual input. Moreover, we tend to offer comprehensive guides and tutorials to help users set up a live trading account.
ognized by the US Trading Association as the foremost profitable crypto robot in 20twenty. Whereas results rely on market conditions, a number of our traders have seen profits of more than four
What is the minimum deposit withBitcoin freedom
You'll be able to trade with us by depositing just $250. The additional you deposit, the more earning potential you have in a very single day. However, we have a tendency to encourage our users to begi
We have a tendency to are tested and verified by prime trading review sites. Our trading platform is cutting-edge. Moreover, we have a tendency to operate in collaboration with highly reputable brokers. We have a tendency to work absolutely transparently and publish all the data that users need to get started with our trading robot
The Bitcoin Trader trading platform is internet-based mostly and accessible through all major browsers on desktop and mobile. You can also install an HTML5 version of our net-trader on any mobile device. We tend to are coming up with to release native apps for Android and iOS by the top of the year.
Bitcoin Trader is a trading robot powered by cutting-edge AI technology. We have a tendency to have a possible daily return on investment of up to four hundredp.c. We have a tendency to have over five thousand reviews on TrustPilot, and at least 90percent of our reviewers are happy with our platformn
Are there hidden fees with Bitcoin Trader?
Our fees are fully transparent. You can download a listing of trading fees from the platform’s management dashboard. We have a tendency to only charge a little commission on profits earned through our trading robot
We have a tendency to settle for registrations from over a hundred thirty countries across the world. Most of our purchasers are from the UK, the US, some elements of Africa, and Asia. We have a tendency to are on the market in your country if you can access our Bitcoin Trader website while not employing a VPN.

We aim to assist normal people reap important returns from cryptocurrency trading. With us, you get exposure to over forty five Bitcoin contracts for variations (CFDs). Common crypto pairs you'll trade with us embrace BTC/USD, BTC/GBP, BTC/EUR, and BTC/XRP.

1) Register: Registering with the Bitcoin Trader app is straightforward. Scroll to the high of this page and submit the specified details through the registration kind.

We require users to verify your phone range and email, since this is often what you'll use for multi-factor authentication. Yet, our partner brokers verify the identity of all users per regulators’ understand your customer (KYC) requirements.

a pair of) eposit: You wish to deposit a minimum of $250 US to trade with the Bitcoin Trader software. We tend to depend on our partner brokers to facilitate transactions, and all of our partners are absolutely regulated by government authorities. With regulated brokers, you'll rest simple knowing that your funds are safe.
You'll fund your account through wire transfer, MoneyGram, Western Union, FasaPay, Visa, MasterCard, Neteller, WebMoney, and Skrill.


three) Trading Education and Demo: We have a tendency to are an auto-trading robot, however we have a tendency to do enable our users some level of management, especially when it comes to risk management. Consequently, our Bitcoin Trader official website encourages you to travel through our trading education section to familiarize yourself with the chance management process.
Our highly intuitive demo platform ought to additionally facilitate your observe trading with the robot before you begin trading during a live account Bitcoin Freedom

The platform needs that you just define the trading conditions for the robot and activate the live trading session button. We have a tendency to encourage you to depart the robot running throughout the day within the background. You'll be able to let it run unmonitored for up to eight hour
We tend to have recently been nominated as the most profitable robot for BTC trading in 20twenty. Moreover, we are one of the trading robots that has been extensively covered by mainstream media. Bitcoin Trader has thousands of reviews on client feedback platforms
Bitcoin Trader was one amongst the primary robots to use high-frequency trading techniques to BTC trading. The robot was founded in 2015, nearly two years before the crypto boom in 2017.
Bitcoin Trader uses AI and ML to create sense of big knowledge, which allows it to trade with high accuracy.
Our trading platform became an on-line sensation in mid-2017, and it has maintained its popularity since then. Bitcoin Trader is the simplest possibility for many beginner and experienced traders.
Bitcoin Trader allows you to earn a daily profit of up to $1,00zero by investing simply $250. That’s a potential return on investment of up to four hundredpercent.
Do celebrities recommend the Bitcoin trader software?

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We tend to are highly widespread and hence a prime target for celebrity gossip. There are viral rumours that we have a tendency to have been endorsed by Elon Musk, Richard Branson, and Jeff Bezos.

Elon Musk – The founder of SpaceX has invested in Bitcoin and expressed interest in artificial intelligence, however he has not invested employing a trading robot.
Richard Brandson – Branson is another celebrity alleged to own invested using Bitcoin Trader. While it's true that he loves Bitcoin and blockchain technology, he hasn’t endorsed any trading robot.
Jezz Bezos – Bezos is also a big fan of emerging technologies, however he hasn’t shown any interest in BTC trading through revolutionary robots like Bitcoin Trader.

You ought to never build an investment decision based mostly on whether or not a star has endorsed or invested in it. Bitcoin Trader has been tested and licensed by specialists.

The verdict about Bitcoin Trader
We tend to are a prime-rated crypto trading robot with nice reviews on sites like TrustPilot and ForexPeaceArmy. Moreover, we have been recognized as legit and profitable by authoritative bodies like the US Trading Association.

We have a tendency to are always striving to offer the most effective to our users by regularly improving our trading platform. Our team of experts analyzes feedback from users to work out what features will create a a lot of seamless trading experience. We tend to operate in complete transparency, having partnered with some of the world’s most reputable brokers.

Our platforms are encrypted to shield you from hackers. Furthermore, we tend to also adhere to information privacy measures, like the General Information Protection Regulation (GDPR). Try out Bitcoin Trader currently through the link at the high right corner of this page.
perior over different cryptocurrencies?
LATESTBITCOINETHEREUMALTCOINSTECHNOLOGYADOPTIONBLOCKCHAINEVENTSCONTACT
PRESS RELEASEWhy is Bitcoin superior over different cryptocurrencies?Akshay KSPublished a pair of weeks agoon August 12, 2020By Akshay KS
Source: Pixabay
During this technical world, bitcoin is the foremost used digital currency all over the world. However the main question then arises within the minds of the many folks is why bitcoin is considered the foremost superior over other cryptocurrenc Bitcoin Freedom
Bitcoin is that the one method of creating transactions daily as alternative currencies. But it's its options and uniqueness that make it superior. Bitcoin and different currencies are based mostly on the cryptographic algorithms or mathematics that are encrypted, with that the user becomes the owner of the currency. Bitcoin currencies are easily accessible at Bitcoin ATM and online exchange
The main feature of the bitcoin, which makes it superior is that it is the safest option for digital transactions. These will be used for on-line searching and transfer of money too.
There are many alternative blessings to using bitcoin. A number of them are mentioned below
Decentralized and digital
Bitcoin offers the freedom of exchanging the price without representatives that proves helpful in controlling the lower fees and high funds. Bitcoin is that the faster method of transaction than others. It is secure as it is free from theft and frauds and is constant. The main advantage is that bitcoin has its homeowners whereas the bank controls the money.
Makes online looking
Normally, bitcoin will be used for on-line shopping too. Bitcoin is the opposite face of e-wallet, that is created by blockchain technology that is used to store money and will easily pay everywhere digitally. For this reason, it also makes your searching easy by which you'll be able to look from your home solely

Bitcoin is accepted globally at each corner of the planet, which makes it less volatile than local currencies or cash. This feature makes it superior because it enables us to form transactions on-line and across the boundaries
Bitcoin unable the means of tracking cash

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Bitcoin is created by blockchain technology. Blockchain is the sole technology which will either make it or break it. There are many computers which are used to keep up a permanent record of each bitcoin transactions with the help of cryptographic technique. In this approach, it becomes a lot of valuable together with the tracking of the payment. At the same time, there's no method of tracking the cash

While not any transformation method, it will be used over the entire world. It provides the simplest platform for the investment as it is free from the restrictions of governments or banks. It provides an open market and combines the simplest of gold and money.

Bitcoin provides the power to access the balance of the users with a password which is named a personal key. It additionally permits the exchange of values through the web without any middle person. Thus, bitcoin becomes safer, stuffed with privacy, and open to everyone
Unlike cash, it is not possible to form the duplicate quite bitcoin that makes it more efficient. It's protected with the technology of blockchain. Even if anyone tries to form a replica of bitcoin to use it, then the system will automatically reject it as the system recognize it as unknown

Bitcoin Freedom failed to allow two persons to transact on the one price. Once the bitcoin is transferred, its possession is also transferred. So this is the simple approach of maintaining records for any tax functions. It conjointly makes it a easy and healthier metho

Bitcoin is the foremost reliable manner of online transactions. Many questions arise in folks’s minds that are solved on websites like bitcoin revolution. One in all them was the above-mentioned question. Bitcoin provides many facilities, and it comes with more and a lot of blessings which makes it distinctive and special over different cryptocurrencies. It can be preferred as the simplest digital platform for transac


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Disclaimer: AMBCrypto US and UK Market's content is informational in nature and is not meant to be investment advice. Buying, trading or selling crypto-currencies ought to be considered a high-risk investment and every reader is advised to do their due diligence before making any decisions.
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Sign up with Bitcoin Trader nowadays to start out earning potentially thousands of greenbacks in profits daily from an initial investment of just $250. We tend to are a high-rated automated trading robot that's accessible and easy for all to use. By trading with Bitcoin Trader, you'll start generating a lot of investment income than ever beforeBitcoin Freedom

“After simply some months trading with Bitcoin Trader, I’ve made a lot of than $ten,00zero and finally understand what it’s like to measure the dream. I’m saving up my profits to quit my job and spend a year traveling.”

“I’ve been a member of Bitcoin Trader for only 47 days. But my life has already modified! Not solely have I created my 1st $1,000, however I’ve also met a number of the most incredible folks in the process. Thanks, Bitcoin Trader!”

“I used to speculate on my own, but now that I’ve used Bitcoin Trader I would never return to my recent broker. Bitcoin Trader takes manner less work and that i’ve already created thousands of greenbacks in profits in simply a few months.
“Two weeks ago, I got laid off. With no choices left, I thought my life was over. Now I’m making a lot of cash than I made at my job every and each day. Thanks, Bitcoin Trader!”

With the Bitcoin Trader software, you can probably build up to $one,500 daily from a deposit of $250. We tend to are powered by artificial intelligence technology to confirm that you just get a win rate of more than 98p.c under the right market conditions. The US Trading Association has nominated our Bitcoin Trader as the most profitable crypto trading robot on the market.
We have invested in the globe’s best trading technologies. These include the factitious intelligence subsets of natural language processing, deep learning, and machine learning. Bitcin Trader depends on these technologies to derive insights from huge data and market news.
The Bitcoin Trader app has won nearly fifteen coveted awards since launching in 2016. These include the most Profitable Robot 2020 award by the American Trading Association, the simplest Robot in Trading Technologies 2019 award, and the most Profitable Crypto Robot in 2018 Award. We have a tendency to price our customers and are contin
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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.
submitted by uetani to CryptoCurrency [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)
  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
Generated with BBoe's Subreddit Stats (Donate)
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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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The China Millionaire software could be soon be pulled from the internet for good!.
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China doesn’t want their millionaire secret to be revealed – and who can blame them! With the fastest growing population of millionaires growing in the world, they don’t want the truth to be revealed.
So if you also want to take profit like the Chinese Millionaires, then you better act now before it’s too late.
SO DO NOT miss out on this Limited Time Opportunity
Click Here To Download The New China Millionaire Software Right NOW!!!
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Profit Avalanche Review 2015 - Is Profit Avalanche SCAM? How Does Profit Avalanche Software Work!! Profit Avalanche By Erica Wilde Review

Profit Avalanche Review 2015 - Discover The INSIDER Details About The Profit Avalanche Software By Erica Wilde in this Profit Avalanche review! So Exactly what is Profit Avalanche Software all about? Does Profit Avalanche Actually Work? Is Profit Avalanche Software scam or does it really work?
To find answers to these questions continue reading my in depth and truthful Profit Avalanche Review below.
Profit Avalanche Description:
Name: Profit Avalanche
Niche: Binary Options.
Official Website: Access The Brand NEW Profit Avalanche Software!! CLICK HERE NOW!!!
What is Profit Avalanche?
Profit Avalanche is essentially a binary options trading software that is developed to help traders win and predict the market trends with binary options. The software likewise provides analyses of the market conditions so that traders can understand what should be your next step. It provides various secret techniques
that eventually assists. traders without utilizing any complex trading indications or follow charts.
Profit Avalanche Binary Options Trading Strategy
Base the Profit Avalanche trading strategy. After you see it working, you can start to implement your technique with routine sized lots. This strategy will settle gradually. Every Forex binary options trader must pick 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 an excellent concept to start little and gradually add
to your account as your returns increase based upon the trading selections you make.
Binary Options Trading
To help you trade binary options correctly, it is essential to have an understanding behind the principles of
Binary Options Trading. Currency Trading, or forex, is based on the perceived value of. two 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 learn more about binary options to optimize your learning experience.
Profit Avalanche Team
Erica Wilde
Profit Avalanche Founder and Creator
BComm, MBA
Programmer with extensive experience within the technology department of a large financial analytics firm
Stephen Lewis
Profit Avalanche Head Developer
BComm
Programmer with extensive experience within the technology department of a large financial analytics firm
Christina Fleurette
Profit Avalanche Customer Service Manager
Bachelor of Arts
Extensive experience in customer service and client relations.
Profit Avalanche Frequently Asked Questions
Just how much does the software cost?
The Profit Avalanche software application is FREE! It will 'not cost you a penny. Nevertheless, this
complimentary offer is just offered in limited amount. Once all copies are gone, they are gone for great. So
act quickly before to you miss out.
I have no idea the best ways to trade. Will Profit Avalanche work for me?
You do not have to know the best ways to trade to make massive earnings using Profit Avalanche, due to the fact
that all trades are automated and the system uses its algorithm to complete successful trades.
Are the outcomes real?
All outcomes are independently confirmed by a 3rd party. So you can feel confident that all outcomes are
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Exactly what do I do if I require assist?
If you need help at any time, you can contact the 24/7 customer support.
Can I use the software application anywhere?
Yes, the software is 100 % digital and can be accessed from your PC, laptop, tablet and smartphone and from
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How fast can I withdraw my Profits?
You can withdraw your profits at any time and they will be in your bank account within 2-3 business days.
Profit Avalanche Testimonials
Jordan Marcewicz
Wow! I can’t believe it! I was really skeptical about this at first, but I figured, hey, what do I have to lose!
So I made the minimum deposit of $250 and wow, in just 5 hours, I made a total of $416.18 – that’s a $176.18
profit with just a couple mouse clicks! When was the last time you made $176.18 in 5 hours?
Rebecca Furley
This is incredible! i’m also a single mom and i really needed the money, so i figured if she could do it, so
could i! i deposited $300 to start and for the first few hours, i made a profit of just $30. i was a little
disappointed but at least i made money. but then, after 12 hours, my profits ballooned! i woke up to a balance
of $1,281.98. i immediately clicked withdraw and the money was on my bank account within minutes!
Shirley V
When I checked back after the first 12 hours, I had to refresh my page as I couldn’t believe my eyes when I saw
that I had made a profit of $882.91. I traded the stock market through a bank and lost all my money. So I was
hesitant to try this out, but unlike banks, this system sets you up to win! And that’s all I’ve been doing
winning!
Profit Avalanche Summary
In summary, there are some obvious ideas that have actually been checked over time, in addition to some more
recent techniques. that you may not have thought about. Hopefully, as long as you follow what we suggest in this short article you can either get going with trading with Profit Avalanche or improve on exactly what you have already done.
Click Here To Claim Your Profit Avalanche Exclusive LIFETIME User License!!
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Wonder Clicks Review 2015 - Is Wonder Clicks SCAM? So How Does Wonder Clicks Software Work???.. Wonder Clicks By Ryan Harris Review

Wonder Clicks Review 2015 - Find Out The INSIDER Details about Wonder Clicks in this Wonder Clicks review! So What is Wonder Clicks Software all about? Does Wonder Clicks Actually Work? Is Wonder Clicks Software scam or does it really work?
To discover answers to these questions continue reading my in depth and honest Wonder Clicks Review below.
Wonder Clicks Description:
Name: Wonder Clicks
Niche: Binary Options.
Creator: Ryan Harris
Official Website: Access The Brand NEW Wonder Clicks Trading Software!! CLICK HERE NOW!!!
Exactly what is Wonder Clicks?
Wonder Clicks is basically a binary options trading software that is developed to help traders win and predict the marketplace trends with binary options. The software application 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 helps. traders without using any complicated trading indicators or follow charts.
Wonder Clicks Binary Options Trading Technique
Base the Wonder Clicks trading technique. After you see it working, you can start to implement your method with regular sized lots. This approach will pay off gradually. Every Forex binary options trader must pick an account type that is in accordance with their needs and expectations. A bigger account does not indicate a bigger revenue potential so it is a fantastic idea to start small 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 properly, it is important to have an understanding behind the principles of Binary Options Trading. Currency Trading, or forex, is based upon the viewed value of. two 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.
Wonder Clicks Summary
In summary, there are some evident ideas that have been checked with time, along with some newer techniques. that you may not have actually thought about. Hopefully, as long as you follow what we suggest in this short article you can either get started with trading with Wonder Clicks or improve on exactly what you have already done.
Here Is What You Will Get When You Sign Up To Wonder Clicks Today
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A Super Easy To Use Trading System- all you do is click & profit
Click Here To Claim Your New Wonder Clicks Software User License!!
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Live Trading Account + Investor ID pswd

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