Machine Learning And Ai In Trading - awesomeopensource.com

Wanting to create a machine learning Bitcoin margin trading bot to then sell as an SAAS

Hi, I'm looking for a partner or partners to help me create a margin trading on bybit, I have been trading there for a while and I believe that I have the necessary skills to oversee the construction of a trading bot such as this. Ideally, I would like to use machine learning and neural networks for the bot so if you possess these skills and are interested in learning more please contact me at [[email protected]](mailto:[email protected]) or reply here. I have previous startup experience, advertising experience as well as knowledge on how to run an online business profitably and scale it successfully, I am not the best coder so I will mainly be overseeing the business and monetization side of things. I can put in at least 6 hours a day to the creation and growth of this idea, right now I'm researching and trying to find people to help grow this idea together and profit. Also, I'm based out of Toronto, Ontario.
submitted by NoahBTC1 to Entrepreneur [link] [comments]

Predict Bitcoin Price In Under 10 Minutes With Machine Learning – Cryptocurrency Trading With AI

Predict Bitcoin Price In Under 10 Minutes With Machine Learning – Cryptocurrency Trading With AI submitted by ososru to Bitcoin4free [link] [comments]

Predict Bitcoin Price In Under 10 Minutes With Machine Learning – Cryptocurrency Trading With AI

Predict Bitcoin Price In Under 10 Minutes With Machine Learning – Cryptocurrency Trading With AI submitted by Rufflenator to 3bitcoins [link] [comments]

Undergrad CS student here, about to start making an *very open source* bitcoin trading bot. It will crush all the other bots because it will use Genetic Evolution as its' machine learning algorithm.

This just an interest check post to see if this is something that would be interesting to you guys. Most trading bots I see either use hard-coded signals/indicators to make the buy/sell decisions. The rare and expensive bots that I do find that use Machine Learning, are using outdated LinearRegression algorithms that just don't work very well for the volatility of Bitcoin.
Why Genetic Evolution as the algorithm? Its' strong ability to learn from mistakes. An algorithm like this is not trained based on historical data, but rather teaches itself based on performance. Basically, this algorithm would play "dummy" trades and learn from its mistake when it misses a target, or a certain gain percentage. (I'm not in finance, so I'm not really sure what is considered a loss or a win in day trading). Eventually, it would genetically evolve to a point where it gets pretty good at day trading in theory.
ELI5 The cost function would force the bot to learn like this. Let's say we use this algorithm to keep guessing a random phrase until it get's to the phrase "Hello, world!". We give the attempts a fitness score and a "cost". The first phrase would be gibberish. For example, if we have a capital "A" (ASCII 65) but it's supposed to be a capital "C" (ASCII 67), then our cost for that character is 4 (67 - 65 = 2, and 22 = 4). We square it so that the cost is always positive, and also penalizes outlier data more.
The genetic algorithm would learn like this: Gekmo+ xosmd! (7) Gekln, worle" (5) Fello, wosld! (5) Gello, wprld! (2) Hello, world! (0)
Where the total squared cost is on the right. It basically keeps trying with pseudorandom strategies at the beginning and evolves to be smarter as it starts to cut down on error. As dumb as it sounds, this kind of Machine Learning workflow would work great financially in my opinion, and ESPECIALLY with day trading. Obviously you could never get a 100% profit rate, but I am extremely confident I could build a model that reduces error and picks up on patterns that the human mind is not trained to comprehend.
If it seems like something that would be cool, I would open source it and start working on it asap. The coolest thing is, you don't even have to trade real bitcoin! I would obviously have a test mode that calculates "would've been" profit basically.
the best way to understand what I'm trying to accomplish is by watching this video: https://www.youtube.com/watch?v=05rEefXlmhI This shows how a "dumb" program can evolve relatively quickly to be a "perfect" video game player.
submitted by sacstatebro to Bitcoin [link] [comments]

BITCOIN CASH PRE-FORK TRADING UNDERWAY — Learn more about Hard Fork , Blockchain, Fintech , Smart Contract , Artificial Intelligence , Machine learning , Cyber Security etc by visiting www.worldblockchainevents.com/training

BITCOIN CASH PRE-FORK TRADING UNDERWAY — Learn more about Hard Fork , Blockchain, Fintech , Smart Contract , Artificial Intelligence , Machine learning , Cyber Security etc by visiting www.worldblockchainevents.com/training submitted by Future1coinToken to u/Future1coinToken [link] [comments]

Predict Bitcoin Price In Under 10 Minutes With Machine Learning – Cryptocurrency Trading With AI

Predict Bitcoin Price In Under 10 Minutes With Machine Learning – Cryptocurrency Trading With AI submitted by g-rappen to Bitcoin [link] [comments]

Predict Bitcoin Price In Under 10 Minutes With Machine Learning – Cryptocurrency Trading With AI

Predict Bitcoin Price In Under 10 Minutes With Machine Learning – Cryptocurrency Trading With AI submitted by oscaralsing to AITutorials [link] [comments]

Predict Bitcoin Price In Under 10 Minutes With Machine Learning Cryptocurrency Trading With AI

Predict Bitcoin Price In Under 10 Minutes With Machine Learning Cryptocurrency Trading With AI submitted by BitcoinAllBot to BitcoinAll [link] [comments]

I created a tool to use machine learning for Bitcoin trading. Let me know if you find this useful.

I created a tool to use machine learning for Bitcoin trading. Let me know if you find this useful. submitted by BitcoinAllBot to BitcoinAll [link] [comments]

Predict Bitcoin Price In Under 10 Minutes With Machine Learning Cryptocurrency Trading With AI

submitted by BitcoinAllBot to BitcoinAllTV [link] [comments]

Undergrad CS student here, about to start making an *very open source* bitcoin trading bot. It will crush all the other bots because it will use Genetic Evolution as its' machine learning algorithm. /r/Bitcoin

Undergrad CS student here, about to start making an *very open source* bitcoin trading bot. It will crush all the other bots because it will use Genetic Evolution as its' machine learning algorithm. /Bitcoin submitted by BitcoinAllBot to BitcoinAll [link] [comments]

How to Use Machine Learning to Trade Bitcoin and Crypto

How to Use Machine Learning to Trade Bitcoin and Crypto submitted by grindbehind to CryptoMarkets [link] [comments]

Trading Bot: Comprare e vendere Bitcoin, Ethereum in automatico col Machine Learning

submitted by theitalianbot to italypremium [link] [comments]

Trading System Architect Needed - Machine Learning / CryptoCurrency /r/Bitcoin

Trading System Architect Needed - Machine Learning / CryptoCurrency /Bitcoin submitted by coincrazyy to BitcoinAll [link] [comments]

New Hedge Fund Relies on an Anonymous Army of Coders to Turn a Profit - A San Francisco startup uses encrypted data streams, machine learning, and Bitcoin payments to crowdsource insights to inform its trades.

New Hedge Fund Relies on an Anonymous Army of Coders to Turn a Profit - A San Francisco startup uses encrypted data streams, machine learning, and Bitcoin payments to crowdsource insights to inform its trades. submitted by mvea to Futurology [link] [comments]

Machine Learning Algorithm to Trade Bitcoin

Machine Learning Algorithm to Trade Bitcoin submitted by BitcoinAllBot to BitcoinAll [link] [comments]

Machine Learning Algorithm to Trade Bitcoin

Machine Learning Algorithm to Trade Bitcoin submitted by psangrene to Bitcoin [link] [comments]

MIT Tech Review: 'A new hedge fund is relying on an anonymous army of coders to turn a profit' ["A San Francisco startup uses encrypted data streams, machine learning, and Bitcoin payments to crowdsource insights to inform its trades."]

MIT Tech Review: 'A new hedge fund is relying on an anonymous army of coders to turn a profit' [ submitted by eragmus to Bitcoin [link] [comments]

A San Francisco startup uses encrypted data streams, machine learning, and Bitcoin payments to crowdsource insights to inform its trades.

A San Francisco startup uses encrypted data streams, machine learning, and Bitcoin payments to crowdsource insights to inform its trades. submitted by erres to Bitcoin [link] [comments]

MIT Tech Review: 'A new hedge fund is relying on an anonymous army of coders to turn a profit' ["A San Francisco startup uses encrypted data streams, machine learning, and Bitcoin payments to crowdsource insights to inform its trades."]

MIT Tech Review: 'A new hedge fund is relying on an anonymous army of coders to turn a profit' [ submitted by BitcoinAllBot to BitcoinAll [link] [comments]

A San Francisco startup uses encrypted data streams, machine learning, and Bitcoin payments to crowdsource insights to inform its trades.

A San Francisco startup uses encrypted data streams, machine learning, and Bitcoin payments to crowdsource insights to inform its trades. submitted by BitcoinAllBot to BitcoinAll [link] [comments]

Bitcoin Newcomers FAQ - Please read!

Welcome to the /Bitcoin Sticky FAQ

You've probably been hearing a lot about Bitcoin recently and are wondering what's the big deal? Most of your questions should be answered by the resources below but if you have additional questions feel free to ask them in the comments.
It all started with the release of the release of Satoshi Nakamoto's whitepaper however that will probably go over the head of most readers so we recommend the following videos for a good starting point for understanding how bitcoin works and a little about its long term potential:
Some other great resources include Lopp.net, the Princeton crypto series and James D'Angelo's Bitcoin 101 Blackboard series.
Some excellent writing on Bitcoin's value proposition and future can be found at the Satoshi Nakamoto Institute.
Some Bitcoin statistics can be found here and here. Developer resources can be found here. Peer-reviewed research papers can be found here.
Potential upcoming protocol improvements and scaling resources here and here.
The number of times Bitcoin was declared dead by the media can be found here (LOL!)

Key properties of Bitcoin

Where can I buy bitcoins?

Bitcoin.org and BuyBitcoinWorldwide.com are helpful sites for beginners. You can buy or sell any amount of bitcoin (even just a few dollars worth) and there are several easy methods to purchase bitcoin with cash, credit card or bank transfer. Some of the more popular resources are below, also check out the bitcoinity exchange resources for a larger list of options for purchases.
Here is a listing of local ATMs. If you would like your paycheck automatically converted to bitcoin use Bitwage.
Note: Bitcoins are valued at whatever market price people are willing to pay for them in balancing act of supply vs demand. Unlike traditional markets, bitcoin markets operate 24 hours per day, 365 days per year. Preev is a useful site that that shows how much various denominations of bitcoin are worth in different currencies. Alternatively you can just Google "1 bitcoin in (your local currency)".

Securing your bitcoins

With bitcoin you can "Be your own bank" and personally secure your bitcoins OR you can use third party companies aka "Bitcoin banks" which will hold the bitcoins for you.
Note: For increased security, use Two Factor Authentication (2FA) everywhere it is offered, including email!
2FA requires a second confirmation code to access your account making it much harder for thieves to gain access. Google Authenticator and Authy are the two most popular 2FA services, download links are below. Make sure you create backups of your 2FA codes.
Google Auth Authy OTP Auth
Android Android N/A
iOS iOS iOS

Watch out for scams

As mentioned above, Bitcoin is decentralized, which by definition means there is no official website or Twitter handle or spokesperson or CEO. However, all money attracts thieves. This combination unfortunately results in scammers running official sounding names or pretending to be an authority on YouTube or social media. Many scammers throughout the years have claimed to be the inventor of Bitcoin. Websites like bitcoin(dot)com and the btc subreddit are active scams. Almost all altcoins (shitcoins) are marketed heavily with big promises but are really just designed to separate you from your bitcoin. So be careful: any resource, including all linked in this document, may in the future turn evil. Don't trust, verify. Also as they say in our community "Not your keys, not your coins".

Where can I spend bitcoins?

Check out spendabit or bitcoin directory for millions of merchant options. Also you can spend bitcoin anywhere visa is accepted with bitcoin debit cards such as the CashApp card. Some other useful site are listed below.
Store Product
Gyft Gift cards for hundreds of retailers including Amazon, Target, Walmart, Starbucks, Whole Foods, CVS, Lowes, Home Depot, iTunes, Best Buy, Sears, Kohls, eBay, GameStop, etc.
Spendabit, Overstock and The Bitcoin Directory Retail shopping with millions of results
ShakePay Generate one time use Visa cards in seconds
NewEgg and Dell For all your electronics needs
Bitwa.la, Coinbills, Piixpay, Bitbill.eu, Bylls, Coins.ph, Bitrefill, LivingRoomofSatoshi, Coinsfer, and more Bill payment
Menufy, Takeaway and Thuisbezorgd NL Takeout delivered to your door
Expedia, Cheapair, Destinia, Abitsky, SkyTours, the Travel category on Gyft and 9flats For when you need to get away
Cryptostorm, Mullvad, and PIA VPN services
Namecheap, Porkbun Domain name registration
Stampnik Discounted USPS Priority, Express, First-Class mail postage
Coinmap and AirBitz are helpful to find local businesses accepting bitcoins. A good resource for UK residents is at wheretospendbitcoins.co.uk.
There are also lots of charities which accept bitcoin donations.

Merchant Resources

There are several benefits to accepting bitcoin as a payment option if you are a merchant;
If you are interested in accepting bitcoin as a payment method, there are several options available;

Can I mine bitcoin?

Mining bitcoins can be a fun learning experience, but be aware that you will most likely operate at a loss. Newcomers are often advised to stay away from mining unless they are only interested in it as a hobby similar to folding at home. If you want to learn more about mining you can read more here. Still have mining questions? The crew at /BitcoinMining would be happy to help you out.
If you want to contribute to the bitcoin network by hosting the blockchain and propagating transactions you can run a full node using this setup guide. If you would prefer to keep it simple there are several good options. You can view the global node distribution here.

Earning bitcoins

Just like any other form of money, you can also earn bitcoins by being paid to do a job.
Site Description
WorkingForBitcoins, Bitwage, Cryptogrind, Coinality, Bitgigs, /Jobs4Bitcoins, BitforTip, Rein Project Freelancing
Lolli Earn bitcoin when you shop online!
OpenBazaar, Purse.io, Bitify, /Bitmarket, 21 Market Marketplaces
/GirlsGoneBitcoin NSFW Adult services
A-ads, Coinzilla.io Advertising
You can also earn bitcoins by participating as a market maker on JoinMarket by allowing users to perform CoinJoin transactions with your bitcoins for a small fee (requires you to already have some bitcoins.

Bitcoin-Related Projects

The following is a short list of ongoing projects that might be worth taking a look at if you are interested in current development in the bitcoin space.
Project Description
Lightning Network Second layer scaling
Blockstream, Rootstock and Drivechain Sidechains
Hivemind and Augur Prediction markets
Tierion and Factom Records & Titles on the blockchain
BitMarkets, DropZone, Beaver and Open Bazaar Decentralized markets
JoinMarket and Wasabi Wallet CoinJoin implementation
Coinffeine and Bisq Decentralized bitcoin exchanges
Keybase Identity & Reputation management
Abra Global P2P money transmitter network
Bitcore Open source Bitcoin javascript library

Bitcoin Units

One Bitcoin is quite large (hundreds of £/$/€) so people often deal in smaller units. The most common subunits are listed below:
Unit Symbol Value Info
bitcoin BTC 1 bitcoin one bitcoin is equal to 100 million satoshis
millibitcoin mBTC 1,000 per bitcoin used as default unit in recent Electrum wallet releases
bit bit 1,000,000 per bitcoin colloquial "slang" term for microbitcoin (μBTC)
satoshi sat 100,000,000 per bitcoin smallest unit in bitcoin, named after the inventor
For example, assuming an arbitrary exchange rate of $10000 for one Bitcoin, a $10 meal would equal:
For more information check out the Bitcoin units wiki.
Still have questions? Feel free to ask in the comments below or stick around for our weekly Mentor Monday thread. If you decide to post a question in /Bitcoin, please use the search bar to see if it has been answered before, and remember to follow the community rules outlined on the sidebar to receive a better response. The mods are busy helping manage our community so please do not message them unless you notice problems with the functionality of the subreddit.
Note: This is a community created FAQ. If you notice anything missing from the FAQ or that requires clarification you can edit it here and it will be included in the next revision pending approval.
Welcome to the Bitcoin community and the new decentralized economy!
submitted by BitcoinFan7 to Bitcoin [link] [comments]

Bitcoin Trading for Beginners (A Guide in Plain English ... How To Trade Bitcoin Cryptocurrency for Beginners - YouTube Bitcoin Price Prediction In 10 Minutes Using Machine Learning Bitcoin Prediction Learning Bitcoin Trading Strategies For Beginners

N ot too long ago, we delved into the usage of Machine Learning models to predict the future prices of Bitcoin. There we used two time series models to forecast the direction in which the price of Bitcoin may go in the next few days or weeks. It was pretty straightforward in regards to training and fitting the model to Bitcoin’s historical price data. Most of the world was first introduced to cryptocurrency with the worldwide boom of Bitcoin trading from 2016 to 2018. While the prices of Bitcoin have dropped drastically since the 2017 upswing, many people are still trading cryptocurrency today. Machine learning is useful for cryptocurrency because it can predict prices and identify scams Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std. bitcoin (493) ai (378) trading (175) finance (165) machine-learning trading-algorithms (43) quantitative-trading (34) Machine-Learning-and-AI-in-Trading. Here is some of codes generated in Python using Machine Learning and AI for Bitcoin and other cryptocurrency markets are still a very recent development. Traditional traders have not yet fully exploited this new environment. This makes cryptocurrency markets a perfect application for machine learning trading strategies. In this short post, I will show you how to apply Algominr to create a Bitcoin strategy. The Bitcoin market’s financial analog is, of course, a stock market. To maximize financial reward, the field of stock market prediction has grown over the past decades, and has more recently exploded with the advent of high-frequency, low-latency trading hardware coupled with robust machine learning algorithms. Thus, it makes sense that

[index] [484] [256] [308] [319] [179] [22] [296] [274] [58] [503]

Bitcoin Trading for Beginners (A Guide in Plain English ...

Lets predict the price of Bitcoin using social media data from both Reddit and Twitter with the power of machine learning! We're going to use a technique called sentiment analysis to find the ... Cryptocurrency Trading Strategies for beginners ... Learning Bitcoin Trading Strategies For Beginners ... Turn Simple Credit Spreads into a Mathematically Guaranteed Money Machine Peter Schultz ... Start trading Bitcoin and cryptocurrency here: http://bit.ly/2Vptr2X Bitcoin trading is the act of buying low and selling high. Unlike investing, which means... Bitcoin: Logarithmic regression, market cycle ROI, price stabilization & more (a month in review) - Duration: 33:39. Benjamin Cowen 11,103 views Can you predict the Bitcoin Price with Machine Learning? It seems like it's possible! Using an LSTM algorithm, I showcase how you can use machine learning to predict prices of cryptocurrencies.

#