Can Data Science Predict Bitcoin?
Subscribe to RichardOnData here: / @richardondata
Patreon: / richardondata
Can Data Science Predict the Stock Market: • Can Data Science Predict the Stock Market?
In this video I discuss whether or not data science methods can be used to predict the price of bitcoin and/or other cryptocurrencies. When I did a video on the stock market, my conclusion was essentially that while ML/AI methods can help significantly better than random guessing, ultimately you run into three problems:
1) The efficient market hypothesis - the idea that all the information about a stock is already priced in
2) It is hard to predict future shocks
3) There is a conflict of interest in releasing such things
We are going to address the same question as it pertains to bitcoin and cryptocurrencies as a whole.
Links referenced in this video:
Marco Santos - "Predict Bitcoin Prices with Deep Learning": https://towardsdatascience.com/predic...
Derk Zomer - "Using machine learning to predict future bitcoin prices":
https://towardsdatascience.com/using-...
Marco Santos - "Predicting Prices of Bitcoin with Machine Learning":
https://towardsdatascience.com/predic...
Marie Huillet - "Data Scientist Uses Deep Learning to Predict BTC Price in Real-Time": https://cointelegraph.com/news/data-s...
S M Raju, Ali Mohammad Tarif - "Real-Time Prediction of BITCOIN Price Using Machine Learning Techniques and Public Sentiment Analysis":
https://arxiv.org/ftp/arxiv/papers/20...
Rafael Schultze-Kraft - "Don't be fooled -- Deceptive Cryptocurrency Price Predictions Using Deep Learning": https://hackernoon.com/dont-be-fooled...
Alex Lielacher - "3 Bitcoin Sentiment Analysis Tools: How They Work & How to Use Them": https://cryptonews.com/exclusives/top...
PayPal: [email protected]
Patreon: / richardondata
BTC: 3LM5d1vibhp1F7pcxAFX8Ys1DM6XLUoNVL
ETH: 0x3CfC599C4c1040963B644780a0E62d45999bE9D8
LTC: MH8yPjvSmKvpmRRmufofjRB9hnRAFHfx32