Predict Bitcoin Prices With Machine Learning And Python [W/Full Code]
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We'll merge and combine this data, then use it to train a random forest model that will tell us if Bitcoin prices will increase or decrease tomorrow. We'll then switch to an XGBoost model and better predictors to improve accuracy.
We'll develop a backtesting system and use a robust error metric so we can tell if the algorithm is performing well. This system will also be able to make next-day predictions.
This project can be extended to other cryptocurrencies, or be used to predict multiple days ahead.
You can find the full code and README here - https://github.com/dataquestio/project-walkthroughs/tree/master/bitcoin_price
https://github.com/dataquestio/project-walkthroughs/tree/master/bitcoin_price
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