Slides

• S3-GaussianGBC (version: current)

Videos

Original — the unedited, as-taught-live lecture capture. AI-Clone — the same lecture with an AI voice clone and filler words cleaned up. Author-Voice — a condensed and cleaned re-narration in the instructor's own cloned voice.

• Extra M4 [ Original ] · [ AI-Clone ] · [ Author-Voice ]

Readings

• Hastie, Tibshirani & Friedman (2009), The Elements of Statistical Learning, Ch. 4: Linear Methods for Classification
• Ng (2007), CS229 Lecture Notes, Part IV: Generative Learning Algorithms

Extra Readings

• Paper Discr vs. Genera

Category

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