Free Time Series Online Courses
| Name | Platform | Description |
|---|---|---|
| Python for Time Series Forecasting | Johns Hopkins University Imagine Center | Hands-on recent course that walks through preprocessing, visualization, ARIMA/SARIMA, Prophet, and rolling validation with Python. |
| Skforecast Tutorials and Examples | GitHub / Docs | Actively maintained examples for machine-learning-based forecasting with LightGBM, XGBoost, CatBoost, and sklearn regressors. |
| Time Series Forecasting | Udacity | An introduction course to time series including fundamentals, ETS models, ARIMA, etc. |
| Time Series | Kaggle | A practical time series course to apply ML to real-world forecasting tasks. |
| Practical Time Series Analysis | Coursera | A practical course that covers different modules: basic statistics, visualizing, stationary, ARIMA, etc. |
| Sequences, Time Series and Prediction | Coursera | Build deep learning time series models in TensorFlow. |
| Time Series Forecasting using Python | Analytics Vidhya | Learn time series analysis and build time series forecasting model using ARIMA, Holt’s Winter and other time series forecasting methods in Python for a real-life industry use case. |