COMPSCI 188 - 2018-10-02 - Probability
Рет қаралды 27,935
Күн бұрынCOMPSCI 188, LEC 001 - Fall 2018
COMPSCI 188, LEC 001 - Pieter Abbeel, Daniel Klein
Copyright @2018 UC Regents; all rights reserved
"Slides (from 2018): inst.eecs.berkeley.edu/~cs188...
Latest website: inst.eecs.berkeley.edu/~cs188
More resources: 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]"
@abrarshariare5835 2 жыл бұрын
this professor is next level cool
@jenyaz1303 Жыл бұрын
amazing lecture
@jayanthramachandra7859 4 жыл бұрын
Break Ends 56:19
@gheegnohc 3 жыл бұрын
Lecture starts 4:22
@gilbertsenyonjo963 5 жыл бұрын
During Inference with Bayes' Rule, at 1:19:50, you calculated P(+m | +s) using P(-m) as 0.999 instead of 0.9999 since P(+m) = 0.0001. Was that a mistake or it was intended, like maybe an approximation
@quiteSimple24 5 жыл бұрын
It's a minor typo :)
@mystmuffin3600 2 жыл бұрын
very keen of you 😄
@elandwoo293 2 жыл бұрын
He talks too quickly to me !^!
@haganlife Жыл бұрын
I can finally beat minesweeper!
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