Here listed assignments of corresponding modules and practicums.
Module
- Loading Files & Building the BAT
- Shaping & Transforming Data
- Processing Text, Dates, and Times
- Organizing Data: Relational (tidy) and Hierarchical (XML)
- Practicum I
- Retrieving Data from Relational Databases
- Collecting Data from Web Scraping & APIs
- Building the Analytics Store
- Practicum II
- Forecasting Future Values
- Building Causal Predictive Models
- Machine Learning with kNN
- Practicum III