/StockForecasting

A J-book for stock price predictions using ml models

Primary LanguageJupyter NotebookMIT LicenseMIT

Stock-Forecasting

Jupyter Book Badge PyPI Conda

The project is about predicting stock prices. Project done for the University Course Data and Web Mining, UNIVE Course Id. CT0509. Venice IT, 2023.

Main features include:

  • data retrivial (thanks mainly to yf API)
  • feature engineering (creating several indicator like MACD, ROI ... )
  • exploratory data analysis
  • model fitting (several approach: ARIMA, RF, LG RL)

The book is avaible here.