- Specialization Overview
- In this module you get an overview of the courses in this specialization and what you can expect.
- Course Overview
- In this module you learn about the scope of this course and you access the software and files you will use for practices in the course.
- Time Series Basics
- In this module, you learn about converting transactional sequences to time series. Other topics include exploring signal components in time series via decompositions and binning, and creating new time series features.
- Distance Measures
- In this module you learn about the usefulness of distance or similarity measures between time series. Calculated distance measure are used as the basis in two analyses.
- Spectral Analysis and Singular Spectrum Analysis (SSA)
- In this module, we discuss and illustrate the basic ideas and applications in frequency domain analysis. We also discuss SSA and present demonstrations of applied SSA.
- Motif Analysis
- In this module you learn about detecting motifs in times series and their usefulness.
- Course Review