Machine Learning University (MLU): Accelerated Time Series Forecasting

Professional course, Amazon Web Services (AWS), 2022

I taught and developed the materials for a course on operational time series forecasting covering classical local state space models, e.g., ARIMA and ETS and deep learning models, e.g., DeepAR. In addition, we covered how to use the GluonTS time series toolkit.