COMPSCI 188, LEC 001 – Fall 2018
COMPSCI 188, LEC 001 – Pieter Abbeel, Daniel Klein
Copyright @2018 UC Regents; all rights reserved
“Slides (from 2018): https://inst.eecs.berkeley.edu/~cs188/fa18
Latest website: https://inst.eecs.berkeley.edu/~cs188
More resources: http://ai.berkeley.edu
00:00 Setup [no content]
03:25 Probabilistic Models
08:19 Independence
13:06 Independence Examples
19:52 Conditional Independence
27:11 CI Examples
31:56 CI and the Chain Rule
41:41 BN Big Picture
44:44 BN Big Picture Examples
49:34 BN Notation
51:43 Break [no content]
54:01 BN Examples
1:00:56 BN Definition
1:07:46 Probabilities in BNs
1:11:30 Probabilities in BNs Examples
1:16:48 Causality?
1:20:01 BN Demo
1:24:03 End [no content]”
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