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AI, ML, DL, GenAI, Oh my!

39:05 · narrated from the lecture notes

A note before we begin. The narration in this video is synthetic speech, generated from the lecture notes of Dr. Sean Davis. It is not a recording of his voice. The lecture was given on October 14, 2026.

Chapters

1. 0:00 Introduction
2. 2:50 Every model has the same setup
3. 6:43 Part 1: The number nobody measured
4. 12:14 Part 1, continued: The loop every model comes from
5. 14:05 Training, validation, test
6. 16:45 The fitting loop
7. 23:32 Overfitting
8. 30:18 The sepsis model
9. 33:28 Language models
10. 34:29 Part 3: What this changes for you

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