Despite the "2020" in the title, the core fundamentals of data science (Statistics, Python, Pandas, and Machine Learning theory) have not changed drastically. This course remains one of the best-selling introductory bootcamps on Udemy because it provides a "zero-to-hero" structured path, which is often hard to find for free on YouTube.
| Module | Topics | Pedagogical Style | |--------|--------|-------------------| | 1. Intro & Math Refresher | Algebra, calculus, statistics | Talking head + slides | | 2. Python Core | Variables, loops, functions | Code-along (Jupyter) | | 3. SQL & Databases | SELECT, JOIN, aggregations | Screen capture + exercises | | 4. ML Algorithms | Regression, classification, clustering | Math light, code heavy | | 5. Tableau & Storytelling | Dashboards, charts | Show-and-tell | Despite the "2020" in the title, the core