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Beginner syllabus
10 lessons · ~3.6h total · titles and estimated time only — the full lesson content is for active members.
Weekly
- NumPy and Pandas fundamentals~10 min
- First ML model~18 min
- Understand neural network basics~20 min
- Data visualization fundamentals~22 min
- Understand overfitting and underfitting~24 min
- Train a decision tree classifier~24 min
- K-nearest neighbors from scratch~24 min
- Introduction to clustering~24 min
- Working with an LLM API~22 min
- Build a simple recommendation system~26 min