- Analysing the Inflation Trend Over the Historical Data
- Finding hidden patterns and trends associated with Inflation across the years
- The Data collected from IMF Website from the year 1980 till 2022
- The Data is upsampled to get more insights from the data
- The Data is upsampled using pandas library
- Different Visualizations are plotted to check how the inflation behaves acroos different months
- Different Models are checked like Model Based models like Exponential Moving average,qudratic, Quadratic with additive Seasonality, Multiplicative with additive seasonality
- The Data driven models like ARMA,ARIMA , Holts Wilter Method were also tried
- The LSTM Model gave the best results so it was deployed