Overview / Usage

Applied ARIMA Model to forecast NSE- stocks AND Applied Visualization technique to understand data

Methodology / Approach

Time Series Forecast Using ARIMA Model
1- Find moving average using the rolling function (pandas) then plot with their respective data

2- check Autocorrelation Function and Partial Autocorrelation Function and plot

3- calculate p,d,q value for ARIMA Model

4- And Apply ARIMA model with p,d,q valuse and plot

Technologies Used

Time Series Forecast Using ARIMA Model
Python 3.x
pandas
numpy
matplotlib
nsepy

Repository

https://github.com/mohammedsaket/NSE-stocks-forecast-using-ARIMA-Model