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University Project in Machine Learning about Bitcoin Close Price Prediction

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msamprovalaki/BitcoinClosePricePrediction

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BitcoinPrediction

Machine Learning University Project.

CryptoCurrency prediction using Linear Regression,Logistic Regression, Neural Network and ARIMA Model

This repository contains various Machine learning models used in industry to predict close bitcoin prices.

  • Fundamental analysis of the close price using Yahoo Finance
  • Data Visualization using MatplotLib
  • Simpler machine learning models (Linear Regression,Logistic Regression)
  • Recurrent Neural Networks / Long Short Term Memory Networks
  • ARIMA model to capture the trends,seasonality, forecast the prices and use as a baseline

License

This project is licensed under the MIT License - see the LICENSE file for details.