Zihad Wadud Ansari

Crypto Predictor

The purpose of this project is to provide relevant calculated data and machine learning models to forecast future crypto prices with real-time data.

• Crypto Fear & Greed Index current last 30 days mean value. (Alternative.me Crypto Fear & Greed Index API)
• Google Trends "Bitcoin" Index current last 30 days mean value. (PyTrends Unofficial API for Google Trends)
• Data pipeline constructed using ETL Operations from 2 APIs automated onto AWS RDS Cloud MySQL database to query the Fear & Greed Index Value vs Google Trends "Bitcoin" Index value.
• Real-time data extracted (yfinance Unofficial API for Yahoo Finance)
• BTC/ETH - GBP Forecast machine learning model using time series analysis (Facebook's Prophet)
• BTC/ETH - GBP Linear Regression model (ScikitLearn)

Check out the code on my GitHub project repository: https://github.com/ZihadWadudAnsari/CryptoPredictor