Hack Session: Forecasting Stock Prices Using Arima Model (Time Series Modeling)

Hack Room

“Prediction is very difficult, especially about the future”. In this session, we will cover the popular ARIMA forecasting model to predict price of a stock and demonstrate a step-by-step process of ARIMA modeling.

 

This is a 1-hour Hack- Session and includes the following modules:

 

  • What makes Time Series Special?
  • Loading and Handling Time Series data (Stock data) in Pandas
  • How to Check Stationarity of a Time Series?
  • How to make a Time Series Stationary?
  • Forecasting a Stock Price using ARIMA
Machine Learning
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