Schedule & Course Structure
Week 1
Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Week 9 Week 10 Week 11 Week 12 Week 13 Week 14 Week 15 Optional |
Unit 01 | Introduction & Essentials
Unit 02 | Loading Files & Building the BAT Unit 03 | Shaping & Transforming Data Unit 04 | Processing Text, Dates, and Times Unit 05 | Organizing Data: Relational (tidy) and Hierarchical (XML) Practicum I Unit 06 | Retrieving Data from Relational Databases Unit 07 | Collecting Data from Web Scraping & APIs Unit 08 | Building the Analytics Store Practicum II Unit 09 | Forecasting Future Values Unit 10 | Building Causal Predictive Models Unit 11 | Machine Learning with kNN Practicum III Final Exam TBD |