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A short introductory video (about 2 minutes) on the course and how the modules connect.
| Module | Content |
|---|---|
| 1. Fundamentals of Python Programming | Variables, data types, operators, branching and loops, functions, basic object-oriented programming |
| 2. Data Manipulation with NumPy and Pandas | Arrays and DataFrames — cleaning, transforming, aggregating and exploring data in Jupyter |
| 3. Accessing and Collecting Web Data | Calling REST APIs, working with JSON, and basic web scraping with BeautifulSoup |
After this video, move on to Lecture 1 — a 51-minute session covering all of Module 1, with questions inserted in the video so you can check yourself on the spot. The readings below in the same module are reference material for reviewing each part.