Time-Series

Problem Statement:Predicting the Bajaj Finance stock price From Jan2019 to Dec2019(monthly stock price) based on the stock prices of Bajaj Finance stock price from Jan 2015 to December 2018.

Analysis is done on Open price.

EDA:Seasonal decomposition,Stationarity test.

Models Used:ARIMA,Simple Exponential Smoothing,Holt's Model,Holt's Winter Model,Linear Regression,Random Forest Regressor,Support Vector Machine Regressor

Metrics Used:RMSE(Root Mean Squared Error)

Best Model:Linear Regression