Bayesian Networks 2 - Definition | Stanford CS221: AI (Autumn 2021)
Автор: Stanford Online
Загружено: 2022-05-31
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For more information about Stanford's Artificial Intelligence professional and graduate programs visit: https://stanford.io/ai
Associate Professor Percy Liang
Associate Professor of Computer Science and Statistics (courtesy)
https://profiles.stanford.edu/percy-l...
Assistant Professor Dorsa Sadigh
Assistant Professor in the Computer Science Department & Electrical Engineering Department
https://profiles.stanford.edu/dorsa-s...
To follow along with the course schedule and syllabus, visit:
https://stanford-cs221.github.io/autu...
0:00 Introduction
0:06 Bayesian networks: definitions
0:15 Review: probability
5:38 A puzzle
8:00 Bayesian network (alarm)
12:10 Probabilistic inference (alarm)
18:03 Explaining away
19:55 Medical diagnosis
24:54 Bayesian network (definition)
25:58 Probabilistic inference (definition)
27:24 Summary
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