These lectures convey concepts of machine learning especially with regard to time series applications. This is a specialisation course, the successful completion of "IntroPR", "Pattern Recognition" and/or "Pattern Analysis" is recommended.
The following topics are covered in the lesson:
- An overview of the application areas of time series analysis
- Methodological foundations of machine learning (ML) for time series analysis
- Design, implementation and evaluation of ML methods for dealing with time series problems
