TIME SERIES MODELING AND 1 YEAR FORECAST OF FINANCIAL KPIS

Deliver a scalable end-to-end pipeline that makes 1 year future forecasts of 1000+ financial KPIs. The time series analysis consists of: - Time Series Decomposition - Anomaly Detection - Statistical tests to check normality, stationarity, ACF/PACF, etc. - Fit 30+ Time Series models (Arima, Prophet, ETS, etc.), compare their performance, selects best one - Make future forecast for all KPIs with a MAPE (Mean Absolute Percentage Error) < 5% - Multivariate modeling