This series of tutorials covers times series analysis and time series forecasting. For a more detailed explanation of the theory behind the code, check out the following articles on the Paperspace blog:
Introduction to Time Series Analysis
Introduction to Time Series Forecasting: Regression and LSTMs
Introduction To Time Series Forecasting: Autoregressive Models & Smoothing Methods