Data Analysis and Visualization
UDS---
Course Materials
| File | Link | |
|---|---|---|
| 1 | Syllabus | Download |
| 2 | Prerequisite Diagnostic Test | Download |
| 3 | Lecture Notes - Basics | Download |
| 4 | Anscombe Quartet | Download |
Key Text(s)
- Jason Brownlee, Data Preparation For Machine Learning, Machine Learning Mastery, 2020.
- Rattenbury, Hellerstein, Heer, Kandel & Carreras, Principles of Data Wrangling, O'Reilly, 2017.
- Stephen Few, Show Me the Numbers, 2nd Edition, Analytics Press, 2012.
Course Snapshot
- L-T-P-C3-0-1-4
- Total Periods70
- PrerequisitesBasic Python/R
Prerequisite Resources
Placeholder links — swap for your preferred prep material or an official prerequisite exam.
Official getting-started guide for Python.
Interactive R fundamentals refresher.