COMPSCI 188 - 2018-10-02 - Probability

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] 04:21 Outline for Today 07:59 Ghostbusters Demo 12:45 Uncertainty, Random Variables 18:31 Probability Distributions 21:41 Joint Distributions 27:41 Events 30:47 Marginal Distributions 34:56 Conditional Probabilities 42:46 Normalization Trick 52:40 Break [no content] 56:19 Probabilistic Inference 58:27 Inference by Enumeration 1:08:51 The Product Rule 1:11:39 The Chain Rule 1:14:21 Bayes Rule 1:21:40 End [no content]"