Forex Algorithmic Trading Course: Code a Forex Robot! free ...

Some trading wisdom, tools and information I picked up along the way that helped me be a better trader. Maybe it can help you too.

Its a bit lengthy and I tried to condense it as much as I can. So take everything at a high level as each subject is has a lot more depth but fundamentally if you distill it down its just taking simple things and applying your experience using them to add nuance and better deploy them.
There are exceptions to everything that you will learn with experience or have already learned. If you know something extra or something to add to it to implement it better or more accurately. Then great! However, my intention of this post is just a high level overview. Trading can be far too nuanced to go into in this post and would take forever to type up every exception (not to mention the traders individual personality). If you take the general information as a starting point, hopefully you will learn the edge cases long the way and learn how to use the more effectively if you end up using them. I apologize in advice for any errors or typos.
Introduction After reflecting on my fun (cough) trading journey that was more akin to rolling around on broken glass and wondering if brown glass will help me predict market direction better than green glass. Buying a $100 indicator at 2 am when I was acting a fool, looking at it and going at and going "This is a piece of lagging crap, I miss out on a large part of the fundamental move and never using it for even one trade". All while struggling with massive over trading and bad habits because I would get bored watching a single well placed trade on fold for the day. Also, I wanted to get rich quick.
On top all of that I had a terminal Stage 4 case of FOMO on every time the price would move up and then down then back up. Just think about all those extra pips I could have trading both directions as it moves across the chart! I can just sell right when it goes down, then buy right before it goes up again. Its so easy right? Well, turns out it was not as easy as I thought and I lost a fair chunk of change and hit my head against the wall a lot until it clicked. Which is how I came up with a mixed bag of things that I now call "Trade the Trade" which helped support how I wanted to trade so I can still trade intra day price action like a rabid money without throwing away all my bananas.
Why Make This Post? - Core Topic of Discussion I wish to share a concept I came up with that helped me become a reliable trader. Support the weakness of how I like to trade. Also, explaining what I do helps reinforce my understanding of the information I share as I have to put words to it and not just use internalized processes. I came up with a method that helped me get my head straight when trading intra day.
I call it "Trade the Trade" as I am making mini trades inside of a trade setup I make from analysis on a higher timeframe that would take multiple days to unfold or longer. I will share information, principles, techniques I used and learned from others I talked to on the internet (mixed bag of folks from armatures to professionals, and random internet people) that helped me form a trading style that worked for me. Even people who are not good at trading can say something that might make it click in your head so I would absorbed all the information I could get.I will share the details of how I approach the methodology and the tools in my trading belt that I picked up by filtering through many tools, indicators strategies and witchcraft. Hopefully you read something that ends up helping you be a better trader. I learned a lot from people who make community posts so I wanted to give back now that I got my ducks in a row.
General Trading Advice If your struggling finding your own trading style, fixing weakness's in it, getting started, being reliably profitable or have no framework to build yourself higher with, hopefully you can use the below advice to help provide some direction or clarity to moving forward to be a better trader.
  1. KEEP IT SIMPLE. Do not throw a million things on your chart from the get go or over analyzing what the market is doing while trying to learn the basics. Tons of stuff on your chart can actually slow your learning by distracting your focus on all your bells and whistles and not the price action.
  2. PRICE ACTION. Learn how to read price action. Not just the common formations, but larger groups of bars that form the market structure. Those formations carry more weight the higher the time frame they form on. If struggle to understand what is going on or what your looking at, move to a higher time frame.
  3. INDICATORS. If you do use them you should try to understand how every indicator you use calculates its values. Many indicators are lagging indicators, understanding how it calculates the values can help you learn how to identify the market structure before the indicator would trigger a signal . This will help you understand why the signal is a lagged signal. If you understand that you can easily learn to look at the price action right before the signal and learn to watch for that price action on top of it almost trigging a signal so you can get in at a better position and assume less downside risk. I recommend using no more than 1-2 indicators for simplicity, but your free to use as many as you think you think you need or works for your strategy/trading style.
  4. PSYCOLOGY. First, FOMO is real, don't feed the beast. When you trade you should always have an entry and exit. If you miss your entry do not chase it, wait for a new entry. At its core trading is gambling and your looking for an edge against the house (the other market participants). With that in mind, treat as such. Do not risk more than you can afford to lose. If you are afraid to lose it will negatively effect your trade decisions. Finally, be honest with your self and bad trading happens. No one is going to play trade cop and keep you in line, that's your job.
  5. TRADE DECISION MARKING: Before you enter any trade you should have an entry and exit area. As you learn price action you will get better entries and better exits. Use a larger zone and stop loss at the start while learning. Then you can tighten it up as you gain experience. If you do not have a area you wish to exit, or you are entering because "the markets looking like its gonna go up". Do not enter the trade. Have a reason for everything you do, if you cannot logically explain why then you probably should not be doing it.
  6. ROBOTS/ALGOS: Loved by some, hated by many who lost it all to one, and surrounded by scams on the internet. If you make your own, find a legit one that works and paid for it or lost it all on a crappy one, more power to ya. I do not use robots because I do not like having a robot in control of my money. There is too many edge cases for me to be ok with it.However, the best piece of advice about algos was that the guy had a algo/robot for each market condition (trending/ranging) and would make personalized versions of each for currency pairs as each one has its own personality and can make the same type of movement along side another currency pair but the price action can look way different or the move can be lagged or leading. So whenever he does his own analysis and he sees a trend, he turns the trend trading robot on. If the trend stops, and it starts to range he turns the range trading robot on. He uses robots to trade the market types that he is bad at trading. For example, I suck at trend trading because I just suck at sitting on my hands and letting my trade do its thing.

Trade the Trade - The Methodology

Base Principles These are the base principles I use behind "Trade the Trade". Its called that because you are technically trading inside your larger high time frame trade as it hopefully goes as you have analyzed with the trade setup. It allows you to scratch that intraday trading itch, while not being blind to the bigger market at play. It can help make sense of why the price respects, rejects or flat out ignores support/resistance/pivots.
  1. Trade Setup: Find a trade setup using high level time frames (daily, 4hr, or 1hr time frames). The trade setup will be used as a base for starting to figure out a bias for the markets direction for that day.
  2. Indicator Data: Check any indicators you use (I use Stochastic RSI and Relative Vigor Index) for any useful information on higher timeframes.
  3. Support Resistance: See if any support/resistance/pivot points are in currently being tested/resisted by the price. Also check for any that are within reach so they might become in play through out the day throughout the day (which can influence your bias at least until the price reaches it if it was already moving that direction from previous days/weeks price action).
  4. Currency Strength/Weakness: I use the TradeVision currency strength/weakness dashboard to see if the strength/weakness supports the narrative of my trade and as an early indicator when to keep a closer eye for signs of the price reversing.Without the tool, the same concept can be someone accomplished with fundamentals and checking for higher level trends and checking cross currency pairs for trends as well to indicate strength/weakness, ranging (and where it is in that range) or try to get some general bias from a higher level chart that may help you out. However, it wont help you intra day unless your monitoring the currency's index or a bunch of charts related to the currency.
  5. Watch For Trading Opportunities: Personally I make a mental short list and alerts on TradingView of currency pairs that are close to key levels and so I get a notification if it reaches there so I can check it out. I am not against trading both directions, I just try to trade my bias before the market tries to commit to a direction. Then if I get out of that trade I will scalp against the trend of the day and hold trades longer that are with it.Then when you see a opportunity assume the directional bias you made up earlier (unless the market solidly confirms with price action the direction while waiting for an entry) by trying to look for additional confirmation via indicators, price action on support/resistances etc on the low level time frame or higher level ones like hourly/4hr as the day goes on when the price reaches key areas or makes new market structures to get a good spot to enter a trade in the direction of your bias.Then enter your trade and use the market structures to determine how much of a stop you need. Once your in the trade just monitor it and watch the price action/indicators/tools you use to see if its at risk of going against you. If you really believe the market wont reach your TP and looks like its going to turn against you, then close the trade. Don't just hold on to it for principle and let it draw down on principle or the hope it does not hit your stop loss.
  6. Trade Duration Hold your trades as long or little as you want that fits your personality and trading style/trade analysis. Personally I do not hold trades past the end of the day (I do in some cases when a strong trend folds) and I do not hold trades over the weekends. My TP targets are always places I think it can reach within the day. Typically I try to be flat before I sleep and trade intra day price movements only. Just depends on the higher level outlook, I have to get in at really good prices for me to want to hold a trade and it has to be going strong. Then I will set a slightly aggressive stop on it before I leave. I do know several people that swing trade and hold trades for a long period of time. That is just not a trading style that works for me.
Enhance Your Success Rate Below is information I picked up over the years that helped me enhance my success rate with not only guessing intra day market bias (even if it has not broken into the trend for the day yet (aka pre London open when the end of Asia likes to act funny sometimes), but also with trading price action intra day.
People always say "When you enter a trade have an entry and exits. I am of the belief that most people do not have problem with the entry, its the exit. They either hold too long, or don't hold long enough. With the below tools, drawings, or instruments, hopefully you can increase your individual probability of a successful trade.
**P.S.*\* Your mileage will vary depending on your ability to correctly draw, implement and interpret the below items. They take time and practice to implement with a high degree of proficiency. If you have any questions about how to do that with anything listed, comment below and I will reply as I can. I don't want to answer the same question a million times in a pm.
Tools and Methods Used This is just a high level overview of what I use. Each one of the actions I could go way more in-depth on but I would be here for a week typing something up of I did that. So take the information as a base level understanding of how I use the method or tool. There is always nuance and edge cases that you learn from experience.
Conclusion
I use the above tools/indicators/resources/philosophy's to trade intra day price action that sometimes ends up as noise in the grand scheme of the markets movement.use that method until the price action for the day proves the bias assumption wrong. Also you can couple that with things like Stoch RSI + Relative Vigor Index to find divergences which can increase the probability of your targeted guesses.

Trade Example from Yesterday This is an example of a trade I took today and why I took it. I used the following core areas to make my trade decision.
It may seem like a lot of stuff to process on the fly while trying to figure out live price action but, for the fundamental bias for a pair should already baked in your mindset for any currency pair you trade. For the currency strength/weakness I stare at the dashboard 12-15 hours a day so I am always trying to keep a pulse on what's going or shifts so that's not really a factor when I want to enter as I would not look to enter if I felt the market was shifting against me. Then the higher timeframe analysis had already happened when I woke up, so it was a game of "Stare at the 5 min chart until the price does something interesting"
Trade Example: Today , I went long EUUSD long bias when I first looked at the chart after waking up around 9-10pm Eastern. Fortunately, the first large drop had already happened so I had a easy baseline price movement to work with. I then used tool for currency strength/weakness monitoring, Pivot Points, and bearish divergence detected using Stochastic RSI and Relative Vigor Index.
I first noticed Bearish Divergence on the 1hr time frame using the Stochastic RSI and got confirmation intra day on the 5 min time frame with the Relative Vigor Index. I ended up buying the second mini dip around midnight Eastern because it was already dancing along the pivot point that the price had been dancing along since the big drop below the pivot point and dipped below it and then shortly closed back above it. I put a stop loss below the first large dip. With a TP goal of the middle point pivot line
Then I waited for confirmation or invalidation of my trade. I ended up getting confirmation with Bearish Divergence from the second large dip so I tightened up my stop to below that smaller drip and waited for the London open. Not only was it not a lower low, I could see the divergence with the Relative Vigor Index.
It then ran into London and kept going with tons of momentum. Blew past my TP target so I let it run to see where the momentum stopped. Ended up TP'ing at the Pivot Point support/resistance above the middle pivot line.
Random Note: The Asian session has its own unique price action characteristics that happen regularly enough that you can easily trade them when they happen with high degrees of success. It takes time to learn them all and confidently trade them as its happening. If you trade Asia you should learn to recognize them as they can fake you out if you do not understand what's going on.

TL;DR At the end of the day there is no magic solution that just works. You have to find out what works for you and then what people say works for them. Test it out and see if it works for you or if you can adapt it to work for you. If it does not work or your just not interested then ignore it.
At the end of the day, you have to use your brain to make correct trading decisions. Blindly following indicators may work sometimes in certain market conditions, but trading with information you don't understand can burn you just as easily as help you. Its like playing with fire. So, get out there and grind it out. It will either click or it wont. Not everyone has the mindset or is capable of changing to be a successful trader. Trading is gambling, you do all this work to get a edge on the house. Trading without the edge or an edge you understand how to use will only leave your broker happy in the end.
submitted by marcusrider to Forex [link] [comments]

Building the right mindset

Hey guys! Most of my Forex experience I've been battling with my own head. I come from a very mathematical background and having applied my understanding of statistics, somewhat quickly arrived at strategies that could make money. The only aspect that I constantly struggled with was my psychology. Having overcome some of those problems already, I figured I'll share my personal way I learned how to keep myself in check and make sure I don't become irrational. Here's some of the realisations listed.
  1. Don't ever measure your success with money. So many people, myself included are celebrating their big trades, chasing the profits, just developing an unhealthy mindset centred around the money. It really is not the key.
I learned how to view money as a side effect of successful trading. Implementing decision based approach (instead of outcome based one), helps a lot! You can make a lot of money in a bad trade and lose a lot in a good one. Always question yourself and your strategy, when it's profitable or when it's not.
  1. After a successful trade - 'If only I had a bigger lot size on this one/if only I traded it in my live account'. Very common one, can reveal a lot of weakness. If you experience thoughts like this, or even worse if you see those kind of thoughts influence your decision - take a step back and work on your psychology. Any kind of expression like this shows greed. It's you chasing that money again, and usually this chase means you will lose it all along the way...
  2. If you do not enjoy analysing a lot of data, working with numbers, backtesting - trading is not for you. Analize the sources of your motivation when trading. Do you get mainly motivated if you see your account growing? Is the thought of getting money the main drive? Do you actually enjoy analizing graphs or just the money that will hopefully come after you do so? Many people look into Forex for a quick fix, dream job on your laptop when you're chilling on a beach somewhere. I'm sorry to burst your bubble, but it won't happen. If you don't enjoy the process of perfecting strategies, analizing tons of data, statistical analysis, you will probably never make it.
Having reread my own writing it seems like greed explains all 3 of the points I highlighted. I hope this can help some of you, the ones with the decent mindset that need that extra push and the delusional ones that will not make it and hopefully wake up sooner than later. If you are posting pictures of your profits and getting your serotonin release once you see a profitable trade - you are digging your own grave (and there's so many of you here on this subreddit).
Anyways my final advice is: if you still think you have the passion, but yet find yourself struggling with psychology - just head to algorithmic trading. I have acknowledged that my psychology is in my way and my personal way of dealing with it, was just removing it from the equation. Now I'm mostly focused on building a portfolio of trading robots and I'm healthier in my trading.
submitted by zarathustra1337 to Forex [link] [comments]

Has anyone tried Forex robot trading?

What Is a Forex Robot?
These days, it is becoming more and more common for traders to utilize modern methods of technology in their trading and there are many advantages to doing so.
Traders are increasingly likely to use trading systems or software that allows them to automate the trading process — thus reducing the problems of emotional attachment to a trade or a lack of trading discipline. A Forex robot does exactly that and one of the most popular ways to use one is via the MetaTrader 4 platform.
The MetaTrader 4 platform offers a complete solution to a trader’s needs, consisting of charts, news feeds, and more. And, by coding in the native MQL4 programming language, it is also possible to write custom built indicators or even trading strategies — also known as expert advisors.
Free Ex4 to Mq4 decompiler!! Top EA List: https://best-forex-trading-robots.com/
Expert Advisors
An expert advisor (EA) is another name for a Forex robot, one that has been developed to be used on the MetaTrader 4 platform. Since it can be custom built, an expert advisor can be designed to implement any trading strategy or risk management system so long as the designer knows how to code it into the program.
For example, a trader may design an EA to open positions in the market at a certain size after a moving average crossover.
Has anyone tried Forex robot trading? Best-forex-robots
Benefits
The main advantage of using a Forex robot is that it takes the emotion out of trading, which if not addressed, can be a big barrier to many traders. Fear, greed, and stress can build up in manual trading all too easily, leading a trader to lose money and get frustrated with the game.
A robot on the other hand, will implement the chosen strategy flawlessly every time and with a high degree of accuracy. It will also make difficult risk management calculations in the blink of an eye, much faster than a human trader. Not only that, but robots can be designed to trade around the clock and on different markets at once, meaning that you need not have to sit in front of your screen all day and all night.
In short, a Forex robot can take much of the hard work out of trading — that hard work is done beforehand — developing and testing the trading idea.
Limitations
Of course, there are no shortcuts to making money on the Forex markets and working with a Forex robot brings with it its own inherent limitations.
For one thing, Forex markets are fiercely competitive and coming up with a robot that is able to beat the market is a notoriously difficult thing to do.
Indeed, it is not enough to design a robot that works over a couple of weeks data, the robot must work over several months, if not years, of historical data and undergo rigorous statistical testing to prove that it works. Because if a trader cannot be confident that the robot works, they will more than likely abandon it when times get tough.
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Anyone doing automated trading? I really need a piece of advice

Hello everyone!
At the beginning I would like to tell something about how I came here.
I'm 23 years old software developer and I have to admit, that I really like my job, at least for now. It's hard to predict what will happen in next few years, but I think that life is just too short to spend half of it in a 9-5 job living frugal and then spend most of my savings to build a house of my dreams when I'll be about 50 years old and blow my retirement (in my country there is no such thing like 401k, it looks more like a money stealing organization, so I count on myself). This is not how I want to live and it's my main motivation why I started learning to trade.
So I started learning Forex, because of it's liquidity and high leverage. I know it' not the easiest market to undestand, but who said it's going to be easy?
I learned the basics and how it works and I also learned that trading on lower time frames is harder, but it can be much more rewarding. That's what I was looking for.
At the first I was fascinated by price action trading. The concept that I need just a price chart and no indicators sounds cool. But there are some disadvantages:
- There is a really strong human factor. When looking at the chart, someone will say that he sees a buy oportunity and another one that it's clearly short. Chart can be interpreted in many ways when we trade with price action.
- Most volatile periods are when I'm at work, so it's hard for me to practice
I know that price action trading can be very profitable, but I think it just doesn't fit me.
I wondered if I could connect my programming skills with trading and started to learn about algorithmic trading, but there isn't as much resources as in manual trading.
I'm not interested in HFT (High Frequency Trending). It's probably even not possible to make a profitable HFT robot for a normal person without super fast internet and close connection to source. I would like to make a trend catcher for lower time frames that would make just a few trades a day. I learned some mql4, made my first trading robot (not very effective), wrote some indicators to notice some correlations and I'm just playing a bit right now.
But I think that it's time to pause and think about it. Now it's time for my questions (finally).
Basically, there are two main opinions:
  1. To write a profitable robot, you need to know as much as possible about how markets work, how they work together on a very deep level. Learn and read everything and maybe in a few years you will know enough to gain profit from it.
  2. Most profitable robots are as simple as possible. Just stick to technical analysis, risk management, probability etc.

What' your opinion about that? And more importantly, is it worth to give it a shot? Sometimes I think that I just waste my time, because I know I can make a lot of money as a software developer and I should focus to improve myself in that particular thing. But it was never about money. It's all about freedom. I want to travel, I want to drive cars most people can't afford (not to show off, I just love driving) and build a house without spending savings of my life on it.
I will appreciate any feedback :)
submitted by Eksagnem to Daytrading [link] [comments]

Mainfinex: The Panacea to the Future

Mainfinex: The Panacea to the Future

Mainfinex

MAINFINEX offers a trusted exchange that crypto traders can use to make informed trades and participate in the cryptocurrency market. At the time of launch, MAINFINEX offers 15 different cryptocurrency pairs, all of which include USDT. The MAINFINEX cryptocurrency exchange offers something for every type of trader, regardless of experience level. Beginners will appreciate the intuitive interface and the fact that MAINFINEX uses Tradingview charts, which have numerous online tutorials for guidance. Advanced traders will appreciate the hundreds of drawing tools, the vast quantity of indicators, and high level of customization for charts.
Challenges faced by cryptocurrency exchanges today:
● Failure to apply global financial practices, and poor interface
● Large number of exchanges with little differentiation which complicates the choice of platform for operations
● Large number of unsuccessful traders losing money
● Pain points that are still there.

Exchange
Our understanding of the needs of the key trading parties in digital exchanges comes down to the concept “Traders seek liquidity and investors need profitability.”
  1. Liquidity and profitability
A mechanism we could build in to solve the problems of traders and long-term investors based on the exchange policy related to
trading fees:
  • Flexible interest rate depending on the volume, thus reducing the trading fee. The more activity in a trading section, the cheaper it is for that section
  • Fees reduced in case of severe price deviation. To reduce volatility and slippage and thus increase liquidity, market-making traders creating liquidity will be charged at a lower rate. The increase in volumes triggered by the reduced fee in case of price deviation will help smoothen out volatility.
  1. Reliability
Traders bearing losses have a regressive fee scale depending on the volume of the loss. This mechanism serves to mitigate the consequences of unfavorable deals for a trader.
  1. Sustainability “Back to the battle” Traders who have lost money but made it to the daily TOP 100 based on the volume will receive tokens compensating all the fees they paid or part of the losses. This will help stimulate liquidity in the exchange and create best cryptocurrency market conditions for arbitrage funds. Such funds account for up 80% of transaction in fiat exchanges.
  2. Concept: gaming elements of the exchange, buttons, etc. “Titles and statuses” With the emergence of cryptocurrencies, the world of finance has been transformed. It has to be clear and relevant for our users since the key audience of the exchange is 25-38 years old. Which means they played DOOM 2 when they were school students (in 1994). Why can’t we give simple names to complex financial instruments? It was the stunts and dirty tricks that guys in suits from investment banks played that eventually caused the mortgage crisis. We have selected the most popular financial instruments that we can provide. They can be understood and activated in one click. We have chosen simple names for them:
● "Forecast”
This button activates an analytical indicator used by most profitable traders
● "Call for help”
Activates a trading robot that will close transactions for you based on algorithms. Trading robots will be provided by successful third party funds
● "Stop me”
Block trading activity for two days. This is a mechanism that successful traders recommend to newbies. Breaks in trading activity help increase the accuracy of decisions and overall profitability
● "Join the group”
This function lets the user transfer money to a pool of professional traders. Similar to PAMM accounts in forex companies
● “Saving up for retirement”
10% from each profitable transaction will be automatically transferred to the annual/call deposit. Many experienced traders who work for themselves do not care about savings because trading is a constant source of big income. Having such a long-term deposit is one of the key ways to ensure security and can even save a family in the bad times
● “Work for us”
Traders without substantial deposits but with free working hours can make money by performing important tasks for the exchange, like in Amazon Mechanical Turk
● “Vanity fair”
Most successful traders may share their divine trading strategies in a master class for traders, with payment in our tokens.
  1. To benefit from certain options like the trading robot or funds management, users will be required to perform specific actions, e.g.: Purchasing exchange tokens. Equivalent free options: e.g., reposting our news daily throughout a month, which will also help expand the user’s subscriber base.
  2. Purchasing liquidity from “mini exchanges”
A partner exchange that will provide liquidity for trading in our exchange or display our depth of market diagram on its website will receive all the relevant fees collected in our tokens. This is how this mechanism works. Mini exchanges have a permanent audience of traders creating liquidity but due to the small volumes, the mutual liquidity among the participants is low and transactions are infrequent. This is a case of “the chicken or the egg” problem. The more users there are, the more frequently the transactions occur between the same users. Accordingly, a mini exchange will be able to increase the volume of fees collected by 3-4 times by using this opportunity.
  1. IEO sale
A shopping cart with all kinds of tokens. Includes both potentially successful and unsuccessful coins that cannot afford to pay the listing fee on their own. We collect the entire pool in a cart and sell it as one portfolio at a greatly reduced price. This gives unsuccessful ICO projects an opportunity to return part of the invested funds. And the users buying such assets at a rate below the cost level have more chances of profiting from price growth. The higher risk of unsuccessful projects in the portfolio compensated by the low price and the potentially high profitability is the key incentive.
  1. Exchange Tutorial
Just like in complex computer games such as urban construction simulators or turn-based strategies, at the first stage the player is taught how to use the game’s functionalities before he starts playing it in the full mode. Finance and cryptocurrencies have never been simple. Every individual financial instrument is based on a complex concept. The simplicity of starting to trade cryptocurrencies and the lack of regulation in the market result in a situation when most traders lose their money and investments. The tutorial works the same simple way, providing prompts on the sequence of the steps in the exchange. We will cooperate with several financial regulators to improve this instrument in order to develop new instruments that will help mitigate the risk of losses for each individual trader. At the end, many of the regulators’ tasks come down to managing the consequences of the great financial gap between trading parties.

Information correct at time of going to type. For updated information, go to Mainfinex Exchange web platform (Mainfinex Exchange website).
Note: In the event of conflict between this information and the information on the Mainfinex Exchange Website, the information on the Mainfinex Exchange Website will prevail.
Here, I present to you Mainfinex- The Future of Cryptocurrency Exchange, Mainfinex!!!
Mainfinex Exchange website
Mainfinex Exchange WhitePaper
ETH Address: 0x49d576e54C78e17E4451E7eF9f1d9C8e55360661
Email Address: [[email protected]](mailto:[email protected])
submitted by Busganda to CryptoCurrency [link] [comments]

ROFX.Group

ROFX.Group
https://preview.redd.it/6q30gbl8ikn11.jpg?width=1200&format=pjpg&auto=webp&s=5522d29a7b2159e73f5612f871f86e9ae43c38aa
Presuming that you have gone through all the basic requirements of what is needed to be a successful forex trader and found that you do not meet any, does that means it’s the end of your investment chances? Of course not because there is a service that lets even the novice and unrefined forex traders invest in the market without the slightest background in it. The ROFX.group for forex trading service will let you invest in this rewarding market with so much simplicity and flexibility that you do not need to do much other than wait for your profits. Beginners finally do not need to invest much mental work into choosing the right broker, installing the right software and trade. You finally do not need to begin the demo trading journey and learn all the details of money management, pair selection and correlation that beginner traders have to go through. This service just lets you invest a certain amount of money and have your profits remitted to you after a team of forex experts working with an AI system have done all the work. You know what that means? Your money grows in a stable and rewarding arrangement and still offers you a guarantee that your money will not shrink. The service offers profits of about 0.5% on average daily.
Artificial Intelligence in a different way
Artificial Intelligence aids with a lot of processes that would take a lot of time to do manually. Lately, these robots can even figure out some patterns that a human eye may have ignored or was just not aware of its existence and meaning. The ROFX.group robot is run by proven forex traders and other scientists who keep on updating its code with the newest trade-sensitive information to ensure that all clients only get the best of the market. You can go on with your business having the confidence that the team will work together to pick the optimal trades and leave out the potential bad eggs that have a high chance of ending up as losing trades.
AI is supervised by an experienced group of in-house forex traders
The AI system has been in operation for almost 10 years and it simply builds on the store of experience that the current team has had through the years. Having an operation style that combines both human input and the AI input irons out all the possibilities of having a computerized system that runs wild and places trades that are mathematically justified but do not fit the current market fundamentals and news.
The RoFx platform is simple to use and does not require setup
One thing you will be glad about after reading this ROFX.group review is that you are closer to a “hands free” investment channel that also has a sleek and simple platform. You can check up your account balance, see your profit history and contact the team of experts only with a few clicks. The platform does not need any downloading and as such, there is no difficult installation process involved. It may sound obvious but a lot of people do not find it easy to install and operate the platforms involved in traditional forex trading. Older systems had icons that needed a person to hoover the mouse over them for them to understand what they mean. The RoFx platform just needs someone to log onto the platform and click anything they want done quick.
No hidden costs and there is coverage
Believe it or not, traditional forex trading still has some costs involved whether you are making profits or not. People need to consider spreads and commissions meant for brokers. The kind of broker chosen also affects how much you pay in spreads and other hidden costs. Requotes have also been a sneaky method through which some brokers ensure that you do not profit out of quick scalp trades. With this service, investors do not get charged for depositing or withdrawing over the contract period and get very good prices for their bitcoin deposits.
You get the very best of protection for money you have deposited and enjoy loss coverage in case you are wondering what happens when the system makes a loss on that day. The service has a vast store of funds to cover for that negative profit for that day in case it occurs at all. Most of all, the money wallet in the service allows for easy transaction making with different deposit options such as bitcoin, bank transfer, VISA and Mastercard. You can make transactions from anywhere using any internet ready device.
submitted by ROFX_user to Daytrading [link] [comments]

1broker copy guide - avoiding extreme losses

First off, let me state that I am not even close to a professional when it comes to trading. I got in a few months ago for passive income from copying 3.14fx and have come a long way since then, quadrupling my initial investment and losing half of it. I've watched traders such as cfdtrader, Lumyo, Robot, and crypto_chris lose several hundred percent after a fail from opening multiple positions. I got into 1broker to make money without monitoring it, but instead I learned a lot about trading and risk management, even profiting off several of my own trades. It's a valuable experience in itself even if you're not profiting and I wouldn't give it up for anything. If these losses are enough to make you quit, so be it. Investing comes with risks that some people can't handle. It's not free money.
https://www.dailyfx.com/calendar is the economic calendar that I use while trading. High importance events can easily trigger a 80% loss or gain depending on the direction you choose. It's highly risky to trade when someone of great importance such as Draghi or Yellen are speaking.
Even if you follow a general MAX 5% rule, you will still lose up to 16% of your account if somebody opens 4 of the same positions and they stop at 80%. Making back money is also tougher than losing it, as once you lose 16% of your account, 5% of your account is a lot less than before. Therefore, you have less capital per trade.
Also, be careful when changing your copy amount. I often see copiers saying things like "Great work, I'm upping my copy amount" and "Increased copy amount from x to x". In my opinion, increasing a copy amount should only be done when your initial amount is already low. Losses on a higher copy amount may wipe out the gains on a smaller copy amount. (-50% loss with 0.1 btc = +100% gains with 0.05 btc) Always stick to a 5% max rule unless you're feeling risky.
Then, there comes the gambling/greed phase that many new copiers often do. (Guilty of this myself). After extreme success, a copier may feel the need to upgrade their copy reward to maximize profit. Or after extreme failure, a copier may feel they need to upgrade their copy reward to make up for losses. All of these are mistakes.
1broker is not filled with market professionals. Most of us here are either self taught or complete novices. Professionals would not be sharing their trades for about $70-80 for each trade (at best). They won't be asking for copiers on other traders' profiles. They won't be using a Pikachu as their profile picture. They won't be using a broker that isn't heavily regulated and insured. They would be using their own capital to make millions off of trades.
Remember, any newbie can easily accumulate winning trades by gambling with high leverage. As long as they have around $1300 as of now, they can easily create a profile that suggests that they are a professional, when in reality they are entering at random points and exiting when a position turns into profit, rather than using technical analysis and watching economic calendars.
And even the best of traders will have their ups and downs. I've stuck with 3.14FX even when he reached -100% this month because he's had a great history on this site. I feel that he can make the money that he loses back. And even though he has doubled up on a position yesterday (not sure why, probably was extremely confident), it was a success.
Can you really trust anyone? No way! Unlike regular trading, 1broker is more unregulated. Signing up requires no personal information so any user with malicious intent can build up a steady reputation and perform an exit scam (or have a massive failure) without any reparations. Robot has no link to any social media or anything in his profile. For all we know, he could own another account that has -100%, and he is depending on luck while opening multiple positions to accumulate followers. (I just used Robot as an example, my intent is not to accuse him of multiple accounts)
Then there are potential exit scams (from a trader, not 1broker itself) that will drain a decent portion of your account. There's a reason why you have a choice to choose how many trades maximum you can copy per day. This hasn't happened yet, but it will definitely happen in the foreseeable future. Somebody will set up an order for 50 shorts and 50 longs and set the take profit and stop loss the opposite of each other. Then after closing, they'll withdraw their bitcoin never to be heard of again.
When you put your trust in a trader, you should trust them to carefully monitor a trade. Unfortunately, there's currently no way to tell if your copied trader is online or not, so you'll never know if they're in a coma and won't be back for another 6 months. My suggestion is to either take profit when you think that the conditions are correct or just trust the trader. Nobody can see the future. If you think that you'll rather close the trade before the weekend, it's your choice. If you think upcoming news will destroy the trade, feel free to close early. However, be prepared for regret if it goes up, or a great feeling that you dodged a bullet if it goes down. It's all a part of trading.
1broker's copy system is seriously flawed at the moment. Of course, there's no easy way to fix it. Why would a great trader want to share one of their trades if they're not getting much out of it? This encourages opening multiple positions to maximize copy rewards, which can result in massive losses. Robot is one of the traders exploiting this.
So how can you prevent massive losses? There's really no way. You're putting your trust in random people without an identity, who can easily be a scammer. When it comes to people like Robot, I put 1-2% of my funds because I know that he opens multiple positions. This is why I'm always sticking with 3.14FX, he established himself a long time ago and he knows what he is doing. Somebody who has been on the platform for over 3 years with several losses is preferable to an anonymous newcomer who just registered but appears to be good at trading.
Also, the percentage on 1broker is misleading. You may think "Wow, I'm going to get an 500% of my initial investment if I copy Lumyo!" In reality, you should only be using 5% max of your capital per trade. If you copied him from the beginning (I started copying at around 90%), you should have only gained 25% rather than 500%. But still, 25% of your initial investment is huge.

My opinion on several traders

vits2015: If you watched vits2015 from the beginning, you would know that their style of trading is... off. 15 positions on UK100, all short, some of them at -30% when I first saw him as a successful trader. What does that tell me about him? He can open up to 6 positions on the same trade at once, and is willing to hold them as long as possible to get a profit. (Average holding time 8 days)
gtfann: Even with recent losses, he still appears to be a decent trader. It seems that he upped his usual leverage due to the crowds of traders flocking to copy him though. Multiple positions with a lower leverage isn't really something that I like either, but I'm sticking with him for now until there's a drastic change.
vaiono: He lets his losses play out and even though he has a decent track record,it's still risky to play with. Silver is extremely volatile and due to leverage, a small move in any direction can either be a huge loss or huge gain.
Snortex: Pretty much a meme on 1broker. He acknowledges his trading style and warns his copiers. I like him as a person due to his warnings, but still wouldn't recommend copying him unless you can afford to lose a lot. Edit: After examination of his trades, I feel like he's not only gambling like his description suggests. His entries are planned out carefully (Although that has hurt him when there was a flash crash). You'll take several 80% losses but you may take several 400% gains. He seems to have a habit of chasing a trade, which can lead to multiple 80% losses. However, once the trend reverses, his profits go through the roof. When you're copying, copy for the long term! Of course, feel free to uncopy if you feel that the bottom is still far away.
noIDea: He has had bad stretches in the past, but still makes his way back. I think he's a good trader and even though he opens multiple positions, he's one of the best at setting stop losses so the risk is not as high as others who open multiple trades.
Gold_Gangsta: Name change from Crypto Chris for some reason? Be wary of multiple positions as the USDJPY fiasco shows. Seems to be doing fairly well with gold as of now.
1monk2: Multiple positions fairly often, even says that he's drunk in the description. This is gambling.
knightlife999: The description definitely shows promise. There is no proof to those claims on the site, but I feel it's safe to allocate some of your funds toward copying him with his track record.
HedgeCryFx Risk 5: Decent trader, pays attention to economic calendar as well. The only problem is that he lets losses play out to 80%
boogi: I would be wary about the higher losses, but then again, there's a good track record.
sergiomc: Seems to be decent at trading stocks. With an average holding time of 14 days and leverage of 10, you should be expecting to lose about ~3.92% of your gains to financing, which is not actually that much.
Cool Hand Luke: Low leverage trading. If you were to copy him, I would recommend only using 1% or 2% of your account max per trade if you plan on copying others as well. He's a great trader for slow steady gains, but if you're looking to get rich fast or go broke trying, this is not the guy for you.
eylemc: Quick trades with minimal profit and no losses so far. As of now, it may be too early to judge, but I think that he's somebody that might be worth copying. Edit: Seems to let losses play out to 80%. Be wary.
3.14fx: Back in the game, doing well with stocks and USDJPY recently. High leverage, but usually stops losses within a reasonable range.
SunnyNet: Small gains, huge losses. Be wary as your first copied trade could easily be a -80%.
SatoshiReport: Trading using a neural network, after looking deep into the trade history, I'm not so sure about it. Correct me if I am wrong, but the bot doesn't take into account important news and events. Edit: This bot has too many flaws to continue copying in my opinion. Even with the previous gains, it opens the same position as soon as one closes, negating the 33% stop loss AND forcing a loss due to the spread. The only thing that keeps it out of the negative is the rare 80% gains that you might find once in a while.
CryptoMessiah: The image being shown on his twitter has weird numbers on it (USDJPY at 100-103 in the matter of minutes), I think it's a simulator so it isn't actually "proved". Also, asking people to copy for "free money" is misleading as anything can go wrong in the forex market, there is no guaranteed money. I copied with a minimum 0.001 btc and will update this post if the bot proves to be successful. Edit: Tons of losses trying to get the right direction and then huge wins. I would say it's ok, but you're better off with a human capitalizing on gains. The only advantage to this bot is 24/7 hour trading.
kosanet: His description says it all. Be careful while copying, but don't be discouraged to place an amount you can afford to lose. He seems to have a great history of monitoring losses (positions never get below 20%) but it's still a new profile who clearly states that he's not a pro. May open multiple trades and trading with USDJPY a lot. His scalping strategy means that overnight fees won't be an issue. Edit: Now he's starting to be a little more risky with his trades as more copiers arrive. Be careful, he never reached liquidation at 80% yet but he could at any moment.
google: A bit late to the party, but what can I say? I honestly can't believe he accumulated 190 copiers but he seems to have faded out quickly. Golgo13 is having a fun time on all of his trades
KillerWhale: Extremely high risk with all of those multiple positions. Like google and robot, don't be fooled by performance recently and look through their whole account. People who saw the 220% recently may have missed when he was in -475% a few days ago.
SoontobeWW3: Great trader in my opinion. However, I think emotion plays a role in his trading as every huge loss is often followed by more.
APPoh: Seems to know what he's doing. However, there is a very short trading history and we're never sure. Positions can reach 50% without closing, so it's very possible that he might let losses play out to 80%.
dingo: Not much to say. Good with 1 position at a time, and even with the 80% loss last month, still ended in profit. Be careful as he might sometimes not stop a position and instead wait for it to recover and a 80% loss is huge compared to his gains.
Edit August 12: Will stop adding new traders now. Before copying someone, remember:
  1. Check their trading history, ALL OF IT. You're entrusting them with your money, you should be 100% sure.
  2. Wait until they've established themselves. Sure, you can be frustrated about potentially losing 200% profit, but it sure beats 700% losses.
I already expressed my views on Robot and 3.14FX above. Lumyo is currently inactive.
Last tip: Don't uncopy people if you feel like they can make it back. If you choose to copy someone, you're in it for the long run. Now this may contradict some of my earlier statements, but if you have somebody that you believe in, don't uncopy them after a loss. Eventually, they will make their way back up and after you see their success again, you'll be tempted to copy again. Of course, if you are copying somebody who you have no faith in, feel free to drop them. Cutting your losses short is important to learn in trading.
submitted by FCatarina to 1Broker [link] [comments]

ROFX - Review

ROFX - Review
https://preview.redd.it/gq5kmrjkfdn11.jpg?width=1200&format=pjpg&auto=webp&s=19978f0a54d31140735d7ee27e906381d98d2c6a
Presuming that you have gone through all the basic requirements of what is needed to be a successful forex trader and found that you do not meet any, does that means it’s the end of your investment chances? Of course not because there is a service that lets even the novice and unrefined forex traders invest in the market without the slightest background in it. The ROFX.group for forex trading service will let you invest in this rewarding market with so much simplicity and flexibility that you do not need to do much other than wait for your profits. Beginners finally do not need to invest much mental work into choosing the right broker, installing the right software and trade. You finally do not need to begin the demo trading journey and learn all the details of money management, pair selection and correlation that beginner traders have to go through. This service just lets you invest a certain amount of money and have your profits remitted to you after a team of forex experts working with an AI system have done all the work. You know what that means? Your money grows in a stable and rewarding arrangement and still offers you a guarantee that your money will not shrink. The service offers profits of about 0.5% on average daily.
Artificial Intelligence in a different way
Artificial Intelligence aids with a lot of processes that would take a lot of time to do manually. Lately, these robots can even figure out some patterns that a human eye may have ignored or was just not aware of its existence and meaning. The ROFX.group robot is run by proven forex traders and other scientists who keep on updating its code with the newest trade-sensitive information to ensure that all clients only get the best of the market. You can go on with your business having the confidence that the team will work together to pick the optimal trades and leave out the potential bad eggs that have a high chance of ending up as losing trades.
AI is supervised by an experienced group of in-house forex traders
The AI system has been in operation for almost 10 years and it simply builds on the store of experience that the current team has had through the years. Having an operation style that combines both human input and the AI input irons out all the possibilities of having a computerized system that runs wild and places trades that are mathematically justified but do not fit the current market fundamentals and news.
The RoFx platform is simple to use and does not require setup
One thing you will be glad about after reading this ROFX.group review is that you are closer to a “hands free” investment channel that also has a sleek and simple platform. You can check up your account balance, see your profit history and contact the team of experts only with a few clicks. The platform does not need any downloading and as such, there is no difficult installation process involved. It may sound obvious but a lot of people do not find it easy to install and operate the platforms involved in traditional forex trading. Older systems had icons that needed a person to hoover the mouse over them for them to understand what they mean. The RoFx platform just needs someone to log onto the platform and click anything they want done quick.
No hidden costs and there is coverage
Believe it or not, traditional forex trading still has some costs involved whether you are making profits or not. People need to consider spreads and commissions meant for brokers. The kind of broker chosen also affects how much you pay in spreads and other hidden costs. Requotes have also been a sneaky method through which some brokers ensure that you do not profit out of quick scalp trades. With this service, investors do not get charged for depositing or withdrawing over the contract period and get very good prices for their bitcoin deposits.
You get the very best of protection for money you have deposited and enjoy loss coverage in case you are wondering what happens when the system makes a loss on that day. The service has a vast store of funds to cover for that negative profit for that day in case it occurs at all. Most of all, the money wallet in the service allows for easy transaction making with different deposit options such as bitcoin, bank transfer, VISA and Mastercard. You can make transactions from anywhere using any internet ready device.
submitted by ROFX_user to u/ROFX_user [link] [comments]

You want to list your Coins or Tokens on Exchange ? We can list for your free*

YAAHUB EXCHANGE AIRDROP PROGRAM
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Oxford professors estimated that robots and algorithms had the potential to wipe out 47 percent of 702 U.S. job categories and so for other countries too which glum fears of cry of a jobless future were rampant and the idea that mostly low-skill jobs which are at risk will be long gone.
Whether you're looking to make some fast cash, or you're after long-term, more sustainable income-producing results, there are certainly ways you can make money online today. The truth is that making money online isn't as difficult as most make it out to seem. However, if you're looking for realistic ways you can start earning money online now, then you are in the right place.
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What can I do with NOORCOINS?
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We want to thank you for your support, but it is just the beginning of a long journey...
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* Email:[[email protected]](mailto:[email protected]) * Website: https://yaahub.com * Twitter: https://twitter.com/ExchangeYaahub * Skype: yaahub_support * Telegram: Yaahubsupport
DISCLAIMER: YAAHUB TRADES AND PROCESS ITS SERVICES ONLY IN CRYPTOCURRENCIES. WE DO NOT PROCESS ANY FIAT CURRENCY AND THEIR PAYMENT GATEWAYS IN OUR WEBSITE.THIS ANNOUNCEMENT IS SUBJECT FOR OFFERING OF OUR SERVICES ONLY.
submitted by yaahub_exchange to u/yaahub_exchange [link] [comments]

Forex Trading Systems - Top 5 Reasons Why You Should Get a Forex Trading System!

The world's market place is becoming more and more sophisticated. Demands for trading Forex Millennium robots are on the rise in the last few years. Now, Forex Trading Systems are used by virtually every broker and trader around. What exactly does one do And how useful is it More importantly, how can it grow my moneyThe world's market place is becoming more and more sophisticated. Demands for trading robots are on the rise in the last few years. Now, Forex Trading Systems are used by virtually every broker and trader around. What exactly does one do And how useful is it More importantly, how can it grow my money
It is highly probable that there are only a very insignificant percentage of traders who have opted to veer away from automated trading software. Most of the industry players are presumably using one - the one that fits their current size and requirementThere has been overwhelming developments in foreign currency trading over the years. The introduction of these automatic trading systems has been the pinnacle of success in the industry. Without a doubt, these robots have paved the way for easy, fast and convenient trades. Their contribution to the development of our current practices in trading is unprecedented. It is literally difficult to imagine how the forex market will go about without these technological wonders.
Allow me to briefly identify and describe their practical attributes First, they eliminate human error in mathematical computations and problems that arise from human fatigue (eg. Inadvertently plotting the wrong values, neglecting to factor-in anticipated risks, etc.) They do not need an operator to make them work nor guide them in plotting trading strategies. These systems are able to automatically trade on your behalf by simply allowing the program to run on your computer. Just download, install and start using them.
They use a scientific, logical approach in scenario building.They increase the likelihood of trading wins by giving relevant and timely data.They minimize your potential financial loses. If you are a new player in the industry, apprehensions are expected. But once these trading systems are used, one cannot simply go without them.
https://godsownreview.com/forex-millennium-review/
submitted by beulamary to u/beulamary [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
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    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
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    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

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  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)
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  10. Deadline extension? by johannes_92 (26 points, 40 comments)

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[Table] IAmA 20 year old male with sickle cell disease. My life expectancy is 35.

Verified? (This bot cannot verify AMAs just yet)
Date: 2014-06-08
Link to submission (Has self-text)
Questions Answers
Being in the hospital that many times, what makes the biggest difference in your perception of care that you receive? What makes the difference between a good hospital stay and a bad one? The fact that I live in Canada makes my life much easier. I really think I owe my life to free and socialized health care, I can't imagine having to pay for my stays, I'd be either broke or dead.
A good hospital stay is whenever I'm not perceived as a drug seekejunkie. A 20 year old black kid asking for heavy doses of narcotics always triggers an alarm. I've been refused care many times because of this, it sucks but there's not too much I can do about it.
Really now, You still get stigmatized as a junky even when they look at your history? Yup, it really doesn't bother me anymore. I try not to get mad over things I can't control so I just let it slide.
I've been refused care many times because of this. Can you be more specific about how you were refused care? In the US, an ER cannot legally refuse care to a patient for any reason. If it does happen, there are enormous fines and penalties. Not refuse in the literal sense, but they'd refuse to give me any medication to help with my pain.
Before you ask I do hope you mention that you have SCD right? Cause if you didn't tell me you had a disease and wanted narcotics yeah, I'd be hesitant as well.
So does that mean the 70,000 American people who are currently living with sickle cell disease are all broke and dead? Sorry for the dumb question, but by OP's logic that would be the case. Could someone ELI5 why the 70,000 people currently living with sickle cell disease in America aren't all dead or broke? Some people have scd but are rarely hospitalized. Other people such as my self can be hospitalized several times a month.
I try to hold judgement and whatever medications are ordered I will administer without any "are you sure you need that?" Or exasperated sighs but if you have any advice on better care of these people on a one on one nursing basis that would be great! And of course they know when their medication is due and they will ask for it because they NEED it. You'd understand if you knew the amount of pain they experience.
How has this changed your perspective on the world? Are there things you consider now, i.e. The meaning of life, ethical dilemmas, political crisis', etc. more or less important? What would you tell a 19 year old college student is something he should value? Also, what are possibilities of major advancements in the treatment of your disease in the next 15 years? This whole experience has really caused me to mature much faster than most people in my age group. Whenever I think about politics and international conflicts I really lose faith in humanity. There are so many things going on in the world right now that are absolutely futile and destructive towards our advancement as humans. We should be focusing on preserving this beautiful planet we live in instead of depleting it.
What advice would I give a 19 year old? Value your time. At 19 you have your whole life ahead of you and depending on the choices you make that will dictate how your future will turn out to be. Realize the outcome of your life is completely up to you and anything is really possible if you put your time into it.
How does that feel? Knowing that you have a limited life expectancy. Do you think it's fair? Fair? No.
But then again life isn't really fair at all, some people have it better than me and a lot of people have it worst. So I try not too think about it too much.
I might only have 15 years left, but that's enough time to build something that lasts forever.
Have you planned out how you want to live the rest of your life? As in, most people at 20 would look at what career they may want to do etc, but do you want to travel, work, spend time with family etc? I can't even begin to imagine what it must be like with a potential age limit put on your life. I know exactly what I want to do in life. I want to build something that will outlive me and serve other people way after I am gone. I'm a developer right now and make apps/websites for other people and get paid for it. It's amazing because I get paid very well to do something I absolutely love.
It sounds like your meds cost a fair amount, but you also get paid well, so I'm guessing you earn enough to have money left over. If that's true, it seems there is one bright spot in all of this. You don't have to worry about saving for retirement! I would be spending so much more money if I was in your situation. Admittedly, that doesn't mean your situation isn't a lousy one - it is. But, is there something you are going to do/buy, since you don't have to save for retirement?? I do make a decent amount of coin for someone my age. Then again, I don't value money or material goods as someone my age would. None of that really matters to me. I could buy a new car but yet I stick with public transportation.
Do you ever want to get married or have kids? or is that not really an option for you? I have the actual disease, most people only have the trait. However, I know its possible to live up to 50 - 60 even with SCD. My case is a bit different and severe than other people, a lot of family members died before they reached their 40th birthday, my mom being one of them.
Also I read on wikipedia that due to modern medicine people can live up to 70 years with this condition, do you have another form of it that makes your life expectancy 35? I haven't really thought about getting married yet or having kids.
Hey, just one or two quick questions! My grandmother runs a camp for children with cancer and blood related illnesses like sickle cell. Do you have any experiences with a similar camp? If so, do you have any comments or suggestions that could improve the camp experience for these children? Sorry, I've never attended any camps like the one your grandmother runs. I think it's very nice of her to do something like that. Tell her I said thanks.
How does the disease affect you on a daily basis? Are there certain foods /activities that make it better or worse? Alcohol is a huge no for me, which is fine I've never really liked being under the influence anyways. Staying hydrated is a also very important and getting enough sleep too.
Can you smoke weed? Smoke? No. But do I use cannabis? All the time, I have to actually.
It helps absolutely wonders and it's a great alternative to the harmful opiates doctors prescribe me. Cannabis has really helped me out in ways I can't describe, it's a wonderful medicine.
Thanks for the response. Which ways do you consume cannabis? Vaporizing and eating it.
Do you think it would help being implemented into your care during a hospital stay - say, in pill form? And have you brought that up with any docs? Not really, I already get judged enough when I ask for legal medications. Asking for Cannabis is a step I am not willing take.
Do you have a girlfriend? If not are you afraid of not finding love? Love is the least of my worries, haha.
Could you ELI5 how this disease affects you? Biochemically? I'm curious because I've studied it in Biology classes but only along the lines of phenotype diversity. Okay, I am not a doctor and I am horrible at science but I will give it a shot.
Also, do you just have mad anxiety about what you can do? I'm not talking about long term plans, but rather like, "Can I go do something for four hours today without something bad happening?" I produce blood cells that are hydrophobic meaning they don't absorb water as they should. This causes some my RBC to collapse on themselves and adopt a sickle shape. These sickle cells then get clogged in my capillaries, arteries, and veins and interrupt the flow of blood to certain parts in my bodies. When that happens I don't get oxygen to parts of my bodies that should and my brain signals me with pain.
Which people in your life help you the most? Friends and family help me out a lot, also business clients that help me pay the bills and the cost for my medications.
What kind of things do you build/create? Anything from short stories to Android apps and websites for my clients.
If you don't mind me asking, what are your religious beliefs and how do those reflect on your given situation or your shortened life expectancy? Not religious at all. I do believe there is something greater than us, but I do not associate myself with any religions.
What is top of your bucket list? Contribute to developing a cure for the disease.
How'd you feel about your own education, and with that pursuit of a career? I graduated high school but I decided not to pursue college. Instead I spent time learning valuable skills like programming, web development design, graphic design etc...
I make $2,500 - $3,000 every month working from home and everything I needed to learn was available on the internet for free. No crippling debts and no loans. I don't regret my decision not to attend university one bit.
Nice. What languages do you know? English, Arabic, French, and a bit of Spanish.
If you meant programming languages: Java, Javascript, Php, MySQL, Ruby, Python, C#, C++...
Are you taking hydroxyurea? If so, has it helped? If no, why not? I am taking Hydroxyurea, and yes I believe it helps wonders. It works by increasing the production of fetal hemoglobin in your body which are blood cells that don't sickle.
A medical expert would probably be able to explain it a bit better.
It's helped a lot.
Have you participated in clinical trials associated with sickle cell? Would you be interested in doing so? Sure, I'd love to participate in tests/clinical trials. Anything that will advance the medical field and help find a cure I am willing to take part ini it.
Edited to ask: Have you considered gene therapy/transplant? Never considered any sort of transplant. I hear a bone marrow transplant is a feasible option to getting rid of SCD, never really considered or looked into it.
My friend's son has a form of sickle cell and his was eventually cured through chemotherapy and a bone marrow transplant. Would something like that work for you? Is it something you're planning to do eventually? Possibly, but from what I hear it's very risky and there's several complications that come with a transplant.
I had a friend from high school a few years back who has sickle cell, I haven't talked to him in a while. Is the life expectancy generally the same for most people? Also I've never really heard him talk much about hospital visits, could he just have a milder case than you do? It varies a lot. I have a cousin that has SCD but he barely has any crises at all. Then again, I also have another cousin that's been in the hospital for 3 months now because of his SCD.
What has been the single, happiest moment of your life? It's too early to say.
Off topic question relating to your name: Are you also a FOREX Trader? Thanks for doing this AMA it's quite inspiring to see how your dealing with your challenges :) Yep, I was into currency trading a while ago. Anything that allowed me to make money without a job was in my interest at the time.
Forgive my ignorance but is the pain like say one of your extremities falling asleep, where it feels like thousands of piercing needles?? I can't really describe the pain too well. Just imagine someone putting a lot of pressure on a specific part of your body. Like a boulder on your back that keeps getting heavier and heavier by the minute.
What is your favorite type of food? 'Merican food.
What happens if you get a transfusion of regular blood? Increases my hemoglobin but can also lead to an iron overload or something like that. Transfusions aren't that practical for people like me.
Why not take lots of drugs and try to become spiritual as heck with the time you have left? I do experiment with drugs every now and then. I won't overdo it.
Would a bone marrow transplant cure you? It could, but there's a lot of things that could go wrong too.
I'm not sure if this question may be perceived as rude or not, but if there was a cure for Sickle Cell Disease, would you take the cure, and if do, what would you give to have it? I'd definitely take the cure.
Are you african-american ? Would you prefer to live longer and risk getting malaria or live to 35 and be sure to never get malaria ? Malaria isn't exactly my main problem since I'm in Canada.
Last updated: 2014-06-12 16:54 UTC
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DEMYSTYFYING CRYPTOCURRENCIES, BLOCKCHAIN & ICO IN SIMPLE ENGLISH – REFLECTIONS AND WAY FORWARD FOR 2018

DISCLAIMER: The authors of this article by no means are advocating, advising or persuading anyone to invest in Cryptocurrencies, ICOs or any other form of investment. Investments are subjected to market risks and you must do your own research before investing and seek financial advise and help from qualified personnel. Any businesses or companies quoted in this article have not paid us financially or through any other means for profit or gain. The authors also do not intent to challenge, disrespect or disobey any specific government, institution or personnel of authority including Banks, Financial regulators, governing bodies and laws of the land. All viewpoints in this article are our own and does not relate to any company, partner, employment or body that we are associated with in our day to day life.
THE HEADLINE: As we reflect upon on 2017, it is probably fair to make a bold statement that it has been a phenomenal leap forward for the trio of Blockchain, Cryptocurrency and the ICO. Here is why: • Bitcoin (the most popular cryptocurrency and once defamed as a ‘hyper-coin’) hit another all-time high passing $8000. Today, Bitcoin is worth about $50 billion and has been accepted under the law and tax frameworks of Canada, Australia, and Japan. • Ethereum network (platform) and its own fuel ( coin) Ether has appreciated more than 2,800% since it was launched in 2015. • Underlying Blockchain technology is no more a hype, it is disrupting every industry through its secure public ledger • ICOs have raked in over 3.6 Billion Dollars, the largest ICO in 2017 has been Filecoin raising over 257 Million Dollars. This is the just beginning of the ICO revolution where IPOs and traditional stock exchanges are going to become a thing in the past.
Let’s admit it. We either have a tribe of people who love the whole concept of decentralized and autonomous Peer to Peer network completely secure and away from the control of the regulators and bureaucrats OR you still belong to the other tribe, you think Cryptocurrencies are dark alleys and ‘good’ people should stay away lurking in these areas. We respect views on either side and we would like to just attempt to demystify few basic practical concepts here that one should know if you are new to this so called “Crypto Tribe”.
EVOLUTION OF CRYPTO AND BITCOIN The first internet currency, known as DigiCash, was created by David Chaum and is said to have its origin from Netherlands. This was arguably the first attempt, but the idea failed and the company went bankrupt in 1998. Keeping up with the trend PayPal ( one of the global leaders in Payments Industry) was next to follow-up and became highly successful, but did not create an actual cryptocurrency. So history was made when the first real cryptocurrency, Bitcoin, was invented by someone went by the pseudonym Satoshi Nakamoto in 2008 and went online in 2009. There has been several failed attempts to identify this person. This ground breaking and revolutionary makes it possible to take to replace central authorities, government, watchdogs bureaucrats and politicians with the decentralized blockchain, and take power away from Wall Street. Bitcoin has already broken its own records several times since it started. The chart below will obviously blow your mind if you have not tracked Bitcoin recently. In less than 8 years Bitcoin has given over 8000% return. From 0 to 8000 USD per coin. And ofcourse there are talks of the next bubble and market for Bitcoin crashing down anytime. Really? Let’s address them a bit later in this paper.
The legacy of crypto goes back to the days of World War II when cryptographic systems were devised to securely transmit messages between various parties. All has happened is the technology and evolution has progressed since with the advancement of Computer systems and underlying hardware and software. We hence now have a very powerful system on the network for anyone to harness.
WHAT IS BLOCKCHAIN? A blockchain is a continuously growing list of records, called blocks, which are linked and secured using cryptography. Each block typically contains a hash pointer as a link to a previous block, a timestamp and transaction data. By design, blockchains are inherently resistant to modification of the data. A blockchain can serve as "an open, distributed ledger that can record transactions between two parties efficiently and in a verifiable and permanent way not in citation given. For use as a distributed ledger, a blockchain is typically managed by a peer-to-peer network collectively adhering to a protocol for validating new blocks. Once recorded, the data in any given block cannot be altered retroactively without the alteration of all subsequent blocks, which requires collusion of the network majority. And that is the latest Wikipedia definition for you. However, in layman terms, what is the best way to explain it? Let’s think of a used-car for a purpose of illustration. The new buyer would like to ensure that the car is genuinely owned by the seller, that the car servicing history is fully up to date and any major issues has been picked up transparently in the car service history. In real world that may not be possible always. Let’s take another example. We go to our regular family doctor ( GP). Their computer has full history of our health records from illness, diagnosis, medicines and treatments. If we go to another city, it would be very important that the new doctor has full information as well. Sometimes things do not work that way. And this is where the power of Blockchain comes into play. Blockchain is like a decentralized and distributed computer or electronic database existing on multiple computers at the same time ( but not owned by any big company specifically atall). The database keeps growing continuously as new sets of key information, or ‘blocks’, are added to it. Each block contains a very important information - timestamp and a link to the previous block. These then actually form a chain, everyone in the network gets a copy of the whole database but the database is not managed by any particular body, person or corporation. Entire old block are preserved forever and new blocks are added to the ledger irreversibly, making it next to impossible to manipulate by faking documents, transactions and other information. And yes, hackers know this and they have no interest in this area as they cannot manipulate here. They will most likely to continue to pry on large private businesses and public sector for ransom not Blockchain for a very long time or may be forever! It is also worthwhile mentioning here that since Blockchain runs on a public network, there are concept of ‘mining’ and rewards to the ‘miners’. In simple terms, people are rewarded for allowing their computers to be used for harnessing the ‘processing power’ of Block execution. Every new transaction on a block ofcourse needs to be executed. Now that you have got a bit of history of the whole Cryptocurrency and Block chain technology mumbo-jumbo, you may be thinking what about another term ICO which everyone keeps talking at the Pub and every now and then on various websites and journals. What are ICO really? Let’s get that out of way as possible.
THE DAWN OF INITIAL COIN OFFERING ( aka ICO) You are probably already familiar with the traditional stock market and the concept of Initial Public Offering ( IPO), so we will not go too deep into it. But in a nutshell, until recently businesses have raised money from the public by listing their businesses on the famous stock exchanges. Ofcourse, it is not possible for Mr. John Smith from a little village selling his home made secret strawberry jam globally until he has deep pockets. Neither he can even dream of getting his business listed on a stock exchange to raise cash from public. Hence listing businesses and raising cash has remain the forte of the big and bold with the backing of Venture Capitalist firms, Private Equity firms and the Brokers. And ofcourse there has been the means of the “Angel Investor” who would give cash by taking significant equity stake in a business started by the entrepreneur with their blood and sweat. Then emerged the concept of “Crowd Funding”. Online project funding websites like kickstarter, crowdcube, seedrs emerged. They allowed entrepreneurs to request for funds from the public. But these methods have raised limited funds, grossly regulated by the local authorities and not everyone could raise money from here. So you may ask what IPOs and Crowdfunding has anything to do with Blockchain technology and ICOs? Well what if we say that there are investors out there who believe in the disruptive nature of Blockchain Technology and are also early adopters of cryptocurrency such as bitcoin. Then there is whole liberal aspect of the unregulated market which makes the whole world shift towards a very different perspective. Now an entrepreneur could actually raise money for building their business from very early stages ( sometimes from just a concept level) and accepting the money not in traditional currency ( aka Fiat currency) but Cryptocurrency. And further, each of these new projects could even release their own version or token of an underlying cryptocurrency or digital currency. Now that’s sexy and awesome isn’t it? Well, we are not going to down the route here to inform the readers it is good or bad practice in this paper. We will leave that opinion formation to yourself. Now that you got a high level understanding of ICOs, the next thing you may want to know is that it is pretty straight forward to invest into an ICO ( we will cover more in this paper later). But you need to understand is ICOs just like an IPO are for short duration. Usually they last for few weeks (typically 4 weeks). You get bonus Tokens or the crypto coin to invest early. Once the ICO minimum target is reached ( Softcap) the coins gets listed on the CoinExchange and they start trading. Coinexchange? What are these then? Quite simple, just go back to the analogy between a traditional stock and traditional stock exchange. Very simple concept really. How you buy, sell and do the nitty-gritty just differs. Since there are no brokers or regulators involved here. The whole process is really simple and quick. It may worthwhile sharing a quick snapshot of the ICO market worldwide: It is mind boggling to see that new businesses in really concept stages are raising more money than traditional businesses in just few hours of ICOs getting listed. Obviously this is really bothering lot of people in high ranking posts. We are not here to again debate who is right or wrong here. What we essentially want you to understand is some of these ICOs are really shaping the next wave of revolution.
How many of you believed that a Smart Phone with a so called ‘mobile app’ would be worth billion of dollar? Look at Uber, Alibaba, Airbnb, Facebook. Why no one complains about their valuation? May be because these businesses have backing of very large venture capitalists, Private Equity firms? But who runs these VCs and PE firms? Do you really need 70 Billion Dollars to run a Taxi mobile app? We honestly do not know. But what we know for sure is disruptive technologies and businesses built on top of them always have an edge. And then you combine the technology and handover its power to the people you create a social eco-system that is so strong and powerful that it can override and form its own status. And that is what is happening with the ICOs. People are investing into their trust and belief. Now that’s more powerful than any single bank, government or institution !
If you have followed this paper so far, you should have started to get an idea of what is really going on here about the trio – Blockchain Technology, Cryptocurrencices and ICO. However, I am sure you still have may have zillion questions about how you do certain things. Let us try give you answers to some of the most common questions asked by those who really want to get involved.
FREQUENTLY ASKED QUESTIONS Question 1: I am interested in buying and investing into a Cryptocurrency. Should I buy Bitcoin? Answer: Bitcoin is one of the most popular cryptocurrency. We can not advise you anything specific as you need to do your own research. The number of cryptocurrencies available over the internet as of 6 November 2017 was over 1172 and growing. A new cryptocurrency can be created at any time. By market capitalization, Bitcoin is currently (2017-08-19) the largest blockchain network, followed by Ethereum, Bitcoin Cash, Ripple and Litecoin.
Question 2: I am interested in investing into a ICO that what research and due-diligence I need to do ? Answer: We are glad that you mentioned the two magical words “research” and “due-diligence”. That is the most important golden nugget that we want you to take-away from this paper. Never-ever invest into a ICO unless you have researched it for how long it takes to build a strong opinion. Here is a good article that gives some really good tips. One quick tip from us would be ensure that Team is really strong and they are genuine people. http://mashable.com/2017/10/25/survive-ico/#CDVyGFJOiiqF
Question 3: How do I find out about upcoming ICOs and useful related news and press releases? Answer: There are plenty of websites now that can give you early headsup and keep you well informed. Our favourites are ICOBENCH, COINDESK, ICOALERT.
Question 4: Where can we buy and sell ICO and cryptocurrencies? Answer: If you are newbie, it may be a good idea to ask someone in your close network to guide you. There are lots of information and instructional video available on Youtube and other social media network and blogs. Sometimes too much information leads to confusion. You may also want to look into tutorials and training available at UDEMY.COM. But please steer away from self-proclaimed gurus. Do not buy any quick rich scheme related courses and scams. We have found that for beginners https://www.myetherwallet.com/ or https://parity.io/ are good starting point for Ethereum Blockchain related transactions.
Question 5: When is a good time to invest in Cryptocurrency? Answer: We wish we had the crystal ball to give you the answer. If we had this crystal ball in 2009 ( when Bitcoin started), we would be very rich people right now. But with a bit of research and education, you can master this. You need to make your own decision when is the right time for you.
Question 6: ICO and Cryptocurrency are all hype and dodgy? Answer: We are assuming you are a beginner, you do not know enough about Blockchain technology and how it works, you possibly have not spent enough time learning and tracking about cryptocurrencies. There is also a possibility you have never invested in a cryptocurrency or ICO. Or possibly you invested in a ICO that was a scam. You possibly could be a sophisticated investor in property, traditional shares, gold, forex and much more. But may be you do not want to know any more about Digital currencies or Technology as it is not your “comfort zone”. So the question is how much of homework you have done to assess if this whole concept for you is really interesting or completely ruled out? The decision end of the day is yours.
AUTHOR: Avijeet Jayashekhar: Has over 20 years of entrepreneurial, management consulting , Technology leadership in UK Financial Services Industry. He also has a long successful property investment business in UK. In his last stint, as Vice President of Barclays Bank UK, he managed large Technology Programme in next generation technologies such as Artificial Intelligence, Robotic Process automation and Digital Payments including Blockchain. He has track record of setting up 3 successful global Technology businesses. Integrally part of the London Fintech and PropertyTech businesses, he is a popular mentor and speaker. He has a Bachelor’s degree in Electronic and Computer Science, a Business Management Qualification and Project Qualification from Stanford University. He is a British Citizen of Indian origin and lives near London with his family. Linkedin: https://www.linkedin.com/in/avijeetjs/
REFERENCES: https://icobench.com/stats https://www.coinbase.com/ https://www.icoalert.com/ https://www.coindesk.com/information/what-is-a-distributed-ledge https://tokentarget.com/the-evolution-of-the-ico-2017-and-beyond-2/ http://www.ilovegrowingmarijuana.com/the-basics-of-cryptocurrency/ http://www.telegraph.co.uk/technology/0/cryptocurrency/ https://themerkle.com/top-10-cryptocurrency-icos-throughout-2017-to-date/ https://en.wikipedia.org/wiki/Blockchain http://mashable.com/2017/10/25/survive-ico/#CDVyGFJOiiqF https://en.wikipedia.org/wiki/List_of_cryptocurrencies https://en.insider.pro/tutorials/2017-09-04/what-blockchain-laymans-terms/
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How to Build a Trading Robot (Automated Trading Part 1 ... How to build a very effective Trading Robot in fxDreema ... Build Your Own Forex Trading Robot - It's Easy!!! - YouTube

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How to Build a Trading Robot (Automated Trading Part 1 ...

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