Using a TensorFlow Deep Learning Model for Forex Trading ...

P2P Bitcoin Derivative Trading Through the Blockchain: Equities, Bonds, Forex & Commodities

Research & ideas to use [Veritaseum's UltraCoin](http://ultra-coin.com/) **user programmable Bitcoin swaps** to trade exposures to cryptos, forex, equities, bonds & commodities through 45,000+ global tickers & up to 10,000x price leverage - peer-to-peer. Veritaseum's UltraCoin is a software concern that holds no client funds and is not a financial entity, hence presents you with no counterparty or default risk. [Download the client & tutorials](http://ultra-coin.com/index.php/download-beta)
[link]

List of 70+ Udemy and Some Best Discounted

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Former investment bank FX trader: Risk management part II

Former investment bank FX trader: Risk management part II
Firstly, thanks for the overwhelming comments and feedback. Genuinely really appreciated. I am pleased 500+ of you find it useful.
If you didn't read the first post you can do so here: risk management part I. You'll need to do so in order to make sense of the topic.
As ever please comment/reply below with questions or feedback and I'll do my best to get back to you.
Part II
  • Letting stops breathe
  • When to change a stop
  • Entering and exiting winning positions
  • Risk:reward ratios
  • Risk-adjusted returns

Letting stops breathe

We talked earlier about giving a position enough room to breathe so it is not stopped out in day-to-day noise.
Let’s consider the chart below and imagine you had a trailing stop. It would be super painful to miss out on the wider move just because you left a stop that was too tight.

Imagine being long and stopped out on a meaningless retracement ... ouch!
One simple technique is simply to look at your chosen chart - let’s say daily bars. And then look at previous trends and use the measuring tool. Those generally look something like this and then you just click and drag to measure.
For example if we wanted to bet on a downtrend on the chart above we might look at the biggest retracement on the previous uptrend. That max drawdown was about 100 pips or just under 1%. So you’d want your stop to be able to withstand at least that.
If market conditions have changed - for example if CVIX has risen - and daily ranges are now higher you should incorporate that. If you know a big event is coming up you might think about that, too. The human brain is a remarkable tool and the power of the eye-ball method is not to be dismissed. This is how most discretionary traders do it.
There are also more analytical approaches.
Some look at the Average True Range (ATR). This attempts to capture the volatility of a pair, typically averaged over a number of sessions. It looks at three separate measures and takes the largest reading. Think of this as a moving average of how much a pair moves.
For example, below shows the daily move in EURUSD was around 60 pips before spiking to 140 pips in March. Conditions were clearly far more volatile in March. Accordingly, you would need to leave your stop further away in March and take a correspondingly smaller position size.

ATR is available on pretty much all charting systems
Professional traders tend to use standard deviation as a measure of volatility instead of ATR. There are advantages and disadvantages to both. Averages are useful but can be misleading when regimes switch (see above chart).
Once you have chosen a measure of volatility, stop distance can then be back-tested and optimised. For example does 2x ATR work best or 5x ATR for a given style and time horizon?
Discretionary traders may still eye-ball the ATR or standard deviation to get a feeling for how it has changed over time and what ‘normal’ feels like for a chosen study period - daily, weekly, monthly etc.

Reasons to change a stop

As a general rule you should be disciplined and not change your stops. Remember - losers average losers. This is really hard at first and we’re going to look at that in more detail later.
There are some good reasons to modify stops but they are rare.
One reason is if another risk management process demands you stop trading and close positions. We’ll look at this later. In that case just close out your positions at market and take the loss/gains as they are.
Another is event risk. If you have some big upcoming data like Non Farm Payrolls that you know can move the market +/- 150 pips and you have no edge going into the release then many traders will take off or scale down their positions. They’ll go back into the positions when the data is out and the market has quietened down after fifteen minutes or so. This is a matter of some debate - many traders consider it a coin toss and argue you win some and lose some and it all averages out.
Trailing stops can also be used to ‘lock in’ profits. We looked at those before. As the trade moves in your favour (say up if you are long) the stop loss ratchets with it. This means you may well end up ‘stopping out’ at a profit - as per the below example.

The mighty trailing stop loss order
It is perfectly reasonable to have your stop loss move in the direction of PNL. This is not exposing you to more risk than you originally were comfortable with. It is taking less and less risk as the trade moves in your favour. Trend-followers in particular love trailing stops.
One final question traders ask is what they should do if they get stopped out but still like the trade. Should they try the same trade again a day later for the same reasons? Nope. Look for a different trade rather than getting emotionally wed to the original idea.
Let’s say a particular stock looked cheap based on valuation metrics yesterday, you bought, it went down and you got stopped out. Well, it is going to look even better on those same metrics today. Maybe the market just doesn’t respect value at the moment and is driven by momentum. Wait it out.
Otherwise, why even have a stop in the first place?

Entering and exiting winning positions

Take profits are the opposite of stop losses. They are also resting orders, left with the broker, to automatically close your position if it reaches a certain price.
Imagine I’m long EURUSD at 1.1250. If it hits a previous high of 1.1400 (150 pips higher) I will leave a sell order to take profit and close the position.
The rookie mistake on take profits is to take profit too early. One should start from the assumption that you will win on no more than half of your trades. Therefore you will need to ensure that you win more on the ones that work than you lose on those that don’t.

Sad to say but incredibly common: retail traders often take profits way too early
This is going to be the exact opposite of what your emotions want you to do. We are going to look at that in the Psychology of Trading chapter.
Remember: let winners run. Just like stops you need to know in advance the level where you will close out at a profit. Then let the trade happen. Don’t override yourself and let emotions force you to take a small profit. A classic mistake to avoid.
The trader puts on a trade and it almost stops out before rebounding. As soon as it is slightly in the money they spook and cut out, instead of letting it run to their original take profit. Do not do this.

Entering positions with limit orders

That covers exiting a position but how about getting into one?
Take profits can also be left speculatively to enter a position. Sometimes referred to as “bids” (buy orders) or “offers” (sell orders). Imagine the price is 1.1250 and the recent low is 1.1205.
You might wish to leave a bid around 1.2010 to enter a long position, if the market reaches that price. This way you don’t need to sit at the computer and wait.
Again, typically traders will use tech analysis to identify attractive levels. Again - other traders will cluster with your orders. Just like the stop loss we need to bake that in.
So this time if we know everyone is going to buy around the recent low of 1.1205 we might leave the take profit bit a little bit above there at 1.1210 to ensure it gets done. Sure it costs 5 more pips but how mad would you be if the low was 1.1207 and then it rallied a hundred points and you didn’t have the trade on?!
There are two more methods that traders often use for entering a position.
Scaling in is one such technique. Let’s imagine that you think we are in a long-term bulltrend for AUDUSD but experiencing a brief retracement. You want to take a total position of 500,000 AUD and don’t have a strong view on the current price action.
You might therefore leave a series of five bids of 100,000. As the price moves lower each one gets hit. The nice thing about scaling in is it reduces pressure on you to pick the perfect level. Of course the risk is that not all your orders get hit before the price moves higher and you have to trade at-market.
Pyramiding is the second technique. Pyramiding is for take profits what a trailing stop loss is to regular stops. It is especially common for momentum traders.

Pyramiding into a position means buying more as it goes in your favour
Again let’s imagine we’re bullish AUDUSD and want to take a position of 500,000 AUD.
Here we add 100,000 when our first signal is reached. Then we add subsequent clips of 100,000 when the trade moves in our favour. We are waiting for confirmation that the move is correct.
Obviously this is quite nice as we humans love trading when it goes in our direction. However, the drawback is obvious: we haven’t had the full amount of risk on from the start of the trend.
You can see the attractions and drawbacks of both approaches. It is best to experiment and choose techniques that work for your own personal psychology as these will be the easiest for you to stick with and build a disciplined process around.

Risk:reward and win ratios

Be extremely skeptical of people who claim to win on 80% of trades. Most traders will win on roughly 50% of trades and lose on 50% of trades. This is why risk management is so important!
Once you start keeping a trading journal you’ll be able to see how the win/loss ratio looks for you. Until then, assume you’re typical and that every other trade will lose money.
If that is the case then you need to be sure you make more on the wins than you lose on the losses. You can see the effect of this below.

A combination of win % and risk:reward ratio determine if you are profitable
A typical rule of thumb is that a ratio of 1:3 works well for most traders.
That is, if you are prepared to risk 100 pips on your stop you should be setting a take profit at a level that would return you 300 pips.
One needn’t be religious about these numbers - 11 pips and 28 pips would be perfectly fine - but they are a guideline.
Again - you should still use technical analysis to find meaningful chart levels for both the stop and take profit. Don’t just blindly take your stop distance and do 3x the pips on the other side as your take profit. Use the ratio to set approximate targets and then look for a relevant resistance or support level in that kind of region.

Risk-adjusted returns

Not all returns are equal. Suppose you are examining the track record of two traders. Now, both have produced a return of 14% over the year. Not bad!
The first trader, however, made hundreds of small bets throughout the year and his cumulative PNL looked like the left image below.
The second trader made just one bet — he sold CADJPY at the start of the year — and his PNL looked like the right image below with lots of large drawdowns and volatility.
Would you rather have the first trading record or the second?
If you were investing money and betting on who would do well next year which would you choose? Of course all sensible people would choose the first trader. Yet if you look only at returns one cannot distinguish between the two. Both are up 14% at that point in time. This is where the Sharpe ratio helps .
A high Sharpe ratio indicates that a portfolio has better risk-adjusted performance. One cannot sensibly compare returns without considering the risk taken to earn that return.
If I can earn 80% of the return of another investor at only 50% of the risk then a rational investor should simply leverage me at 2x and enjoy 160% of the return at the same level of risk.
This is very important in the context of Execution Advisor algorithms (EAs) that are popular in the retail community. You must evaluate historic performance by its risk-adjusted return — not just the nominal return. Incidentally look at the Sharpe ratio of ones that have been live for a year or more ...
Otherwise an EA developer could produce two EAs: the first simply buys at 1000:1 leverage on January 1st ; and the second sells in the same manner. At the end of the year, one of them will be discarded and the other will look incredible. Its risk-adjusted return, however, would be abysmal and the odds of repeated success are similarly poor.

Sharpe ratio

The Sharpe ratio works like this:
  • It takes the average returns of your strategy;
  • It deducts from these the risk-free rate of return i.e. the rate anyone could have got by investing in US government bonds with very little risk;
  • It then divides this total return by its own volatility - the more smooth the return the higher and better the Sharpe, the more volatile the lower and worse the Sharpe.
For example, say the return last year was 15% with a volatility of 10% and US bonds are trading at 2%. That gives (15-2)/10 or a Sharpe ratio of 1.3. As a rule of thumb a Sharpe ratio of above 0.5 would be considered decent for a discretionary retail trader. Above 1 is excellent.
You don’t really need to know how to calculate Sharpe ratios. Good trading software will do this for you. It will either be available in the system by default or you can add a plug-in.

VAR

VAR is another useful measure to help with drawdowns. It stands for Value at Risk. Normally people will use 99% VAR (conservative) or 95% VAR (aggressive). Let’s say you’re long EURUSD and using 95% VAR. The system will look at the historic movement of EURUSD. It might spit out a number of -1.2%.

A 5% VAR of -1.2% tells you you should expect to lose 1.2% on 5% of days, whilst 95% of days should be better than that
This means it is expected that on 5 days out of 100 (hence the 95%) the portfolio will lose 1.2% or more. This can help you manage your capital by taking appropriately sized positions. Typically you would look at VAR across your portfolio of trades rather than trade by trade.
Sharpe ratios and VAR don’t give you the whole picture, though. Legendary fund manager, Howard Marks of Oaktree, notes that, while tools like VAR and Sharpe ratios are helpful and absolutely necessary, the best investors will also overlay their own judgment.
Investors can calculate risk metrics like VaR and Sharpe ratios (we use them at Oaktree; they’re the best tools we have), but they shouldn’t put too much faith in them. The bottom line for me is that risk management should be the responsibility of every participant in the investment process, applying experience, judgment and knowledge of the underlying investments.Howard Marks of Oaktree Capital
What he’s saying is don’t misplace your common sense. Do use these tools as they are helpful. However, you cannot fully rely on them. Both assume a normal distribution of returns. Whereas in real life you get “black swans” - events that should supposedly happen only once every thousand years but which actually seem to happen fairly often.
These outlier events are often referred to as “tail risk”. Don’t make the mistake of saying “well, the model said…” - overlay what the model is telling you with your own common sense and good judgment.

Coming up in part III

Available here
Squeezes and other risks
Market positioning
Bet correlation
Crap trades, timeouts and monthly limits

***
Disclaimer:This content is not investment advice and you should not place any reliance on it. The views expressed are the author's own and should not be attributed to any other person, including their employer.
submitted by getmrmarket to Forex [link] [comments]

MMO Forex Trading

Hey all,
So this didn’t pop up in the search thread and I wanted to get more input on it. I’ve got a buddy who’s balls deep in a Forex (Foreign Currency Exchange) pyramid scheme called “MMO” (Money Moves Only).
These guys have justified it NOT being a scheme because there is a “dual income” opportunity. I’ll explain: - First you show up to the cult initiation and give them $250 USD to start investing as well as a monthly fee to have access to “the software”.
So that’s why it apparently isn’t a scheme - because you get paid by the company to recruit and are freely investing your own money.
Now, in my buddies defense, he has made some decent cash (around 30k). He’s recruited over 1000 people and is “chairman of his region”. I know the top top top % of pyramid schemes actually do make some money, but it doesn’t dismiss the unethical model of the whole thing and the dick heads that support it.
If you all know anymore about this or similar Forex trading schemes, comment below! I’m trying to help him cut and run with the money and actually start investing in longer term, more stable markets. He’s got a fucking engineering degree too so I’m trying to get him to use that shit.
——
TLDR: Foreign Currency Exchange schemes, have you ever heard about them? If so, what do you know about them and have you heard of MMO?
submitted by KevinOnTheRise to antiMLM [link] [comments]

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Extons. IO An Easy Step-Through Crystal Financial Trade

Extons. IO An Easy Step-Through Crystal Financial Trade
Premiere
I have spoken before about Extons in my article so there's no cause to talk again about it, but I'd like to give any new visitors a quick introduction. Extons is a central platform established in 2020 that strives first and foremost to serve a wide range of crypto assets. It will help traders and companies grow quickly with its low-cost and fast transactions. This is a product of the ecosystem Thisoption.
EXTONS, what are they?
EXTONS is an exchange of cryptocurrency that supports a broad range of crypto active assets for trading. There are

https://preview.redd.it/lk8jflln97i51.jpg?width=960&format=pjpg&auto=webp&s=b460d349f9bea89fb5aac61dc617ce1898160789
five ecosystems of this option designed for traders around the world to launch. Its central crypto-monetary exchange is part of the ecosystem and technology of this Option. This supports many payment platforms that have fiat and crypto properties, and KYC wants to use this platform's software. This site was created in June 2020.
Business Framework
Security
The most important thing is the safety of a multi-model structure. A reliable business service would be offered to the consumers, with the best front end and back end services with a multilingual interface. There are many protection mechanisms used to avoid fraud and business manipulations.
An experience by strongest consumers:
The interface is quick and user-friendly. It is essential to provide the customer with the best market trading experience. Customer service is accessible online 24/7 to assist the dealer. This will ensure that all transactions are carried out smoothly.
Supports a broad variety of crypto assets:
Big cryptocurrency pairs and their trading practices are eligible for sale. This service is quite large, but it's very simple. Traders from around the globe will be able to use this platform and be part of the potential growth of this ecosystem. The big crypto assets have already been identified, so adding is one direction.
Liquidity:
Liquidity is also a crucial element that other exchanges have struggled to accomplish. Without ample liquidity, the trader would not be able to use this platform easily. Liquidity can offer more than 250 market parameters of new technologies and services.
What's Thisoption?
Thisoption is a Binary Options Trading System that is a part of the environment of this choice. It was founded in 2016 and has more than 700,000 members and continues to grow in numbers. The team is working to render this application simpler and easy to use. Investors will gain up to 80% of their investment in just 60 seconds. Users will get more than 100 trading assets that can be accessed from any device.
Is this choice perfect for trading?
This is a huge platform for traders to make a good return on investment in a short period of time. This platform provides specialized resources and apps for trades, and their support team is really helpful and supports users in any case. Every type of traders, whether pro or new, can participate on the platform, and support is there to help them learn about markets and how to trade.
https://preview.redd.it/94ybzc9n97i51.jpg?width=960&format=pjpg&auto=webp&s=751f33db79c4200d0889ae7ffbf21d42999b5f7c
The ecosystem of TONS Token
There are five components of the TONS Environment. They're-
  1. Thisoption:(Thisoption is a Binary Options Exchange)
  2. TONSPAY:(Its a payment portal in the ecosystem.)
  3. TONSTRADE:(APP TONSTRADE)
  4. EXTONS:(Cryptocurrency exchange)
  5. TONSFX:(TONSFX is a Forex exchange)
conclusion
A cryptocurrency is a huge place and one of the fastest-growing financial industries. There are over 300 active exchanges and several of them also supply the markets with ample liquidity. The EXTON.IO team is committed to delivering the finest trading experience for all its customers. They're also a lot of cool features and services for traders and willing to add more as their users want. It's a market that will help a wide variety of traders and customers around the globe. With its wide range of services, it can attract traders and investors to its ecosystem.

Website || Thisoption || Whitepaper || Telegram || Facebook || Medium

Author: u/thorex25
Disclaimer
This article is not meant to give commercial or any other kind of advice. It is just an informative text at all.
submitted by dojogang to DigitalCryptoWorld [link] [comments]

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IM Academy - Are they/their "Affiliates" breaking FINRA regulations on Communications with the Public?

For the uninitiated, IM Academy, formerly iMarketsLive, is an MLM whose scheme centers around a SaaS model for their forex (foreign exchange) trading software. I'm still early in the research, but I think the way they get around the legal definition of a pyramid scheme is by providing referral commissions to their affiliates, who are the ones ultimately posting about their purported 'success' and the opportunities they want to share with their friends and families and doing the recruiting.
Now, perhaps save for the ballsier MLM brands involved in health and wellness products, where running afoul of the FDA is the primary concern (and having worked as someone designing junk mail for a health food/grocery store [the owner of which was decidedly ANTI MLM, thank apollo] for a decade, I can tell you that the magic "These statements have not been endorsed by the FDA. These products are not meant to diagnose, treat, cure, or prevent any disease." is almost an impervious shield, if you're not a total sketchman and literally saying those things in the ad copy for the product), the SEC and the FTC are the regulatory bodies at play; and FINRA, I believe, is the US regulatory body overseeing forex, specifically.
I dig economics. I like listening to economics shows. I've heard plenty of ads for forex trading solutions on the radio, and one constant is the inclusion at the end of the ad of a disclaimer saying, more or less, that 'Forex trading carries substantial risk and consumers should not trade more than what they can afford to lose', or something along those lines. Of course, the folks peddling IM Academy on facebook are just posting about the opportunity to make money trading forex.
That got me thinking -- if the company is paying these guys commissions on referrals for the software, they are effectively communicating to the public. FINRA has some very specific guidelines on this (emphasis mine):
Communications with the Public
NASD Rule 2210, applicable to all FINRA members, prohibits firms from making any false, exaggerated, unwarranted or misleading statement or claim in any communication with the public. Rule 2210 is not limited to a broker-dealer's securities and investment banking business. A firm's forex-related communications—whether the firm is acting as a dealer or is soliciting forex business for a dealer—must be fair and balanced and based on principles of fair dealing and good faith, and firms must provide a sound basis for evaluating the facts regarding both the forex market generally, as well as the customers' specific transactions. These obligations may not be waived or met by disclaimer.
New FINRA member firms that engage in forex-related activities must file their advertisements with FINRA. Rule 2210 requires any firm that has not previously filed advertisements with FINRA to file all of its advertisements at least 10 days prior to first use; this filing requirement continues for one year from the first submission. Rule 2210's internal approval, filing requirements and recording-keeping provisions also apply to forex-related communications. The rule requires that a registered principal give written approval of all advertisements and sales literature prior to use.
Rule 2210 prohibits predictions or projections of performance, or the implication that past performance will recur. Communications used by firms in connection with retail forex activities may not tout future returns. The rule prohibits the omission of material facts or qualifications that would cause a communication to be misleading. Accordingly, firms' communications must adequately disclose the risks associated with forex trading, including the risks of highly leveraged trading. Firms must also make sure that their communications with the public are not misleading regarding, among other things:
Am I onto something here? Even if IM Academy seems to skirt around the traditional definition of a pyramid scheme, their affiliates are breaking the regulations the company, at least, is obligated to adhere to.
This IM Academy scheme specifically seems particularly predatory. I can see a vast gulf between being out a few hundred bucks on shitty inventory you'll never push and forex leverages, which can sometimes mean you lose more than you put in.
submitted by ItsOtisTime to antiMLM [link] [comments]

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