Bitcoin Price Prediction
I was interested in algorithmic trading, and thus started tish project to understand how well Machine Learning can be used to predict future values of stocks/cryptocurrency. This project involved implementing various algorithms for predicting future prizes of Bitcoin. Since Bitcoin price is volatile and has a lot of variation, I was not able to get good results at first, but after using models having complex architecture, and having attention mechanisms, I was able to develop models which gave good results.
- Working on implementing efficient models that forecast future prices of bitcoin.
- Explored various techniques related to time series analysis.
- Evaluated LSTM models and analyzed the results.
- Assessed various machine learning models and interpreted their results.
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