COMPSCI 188, LEC 001 – Fall 2018
COMPSCI 188, LEC 001 – Pieter Abbeel, Daniel Klein
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“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]
03:19 Announcements [outdated]
05:37 Linear Classifiers
13:40 Weights
17:13 Binary Decision Rule
19:29 Training: Weight Updates
27:22 Multiclass Perceptron
32:38 Perceptron Demo
39:07 Break [no content]
42:26 Multiclass Perceptron Example
47:10 Perceptron Properties
50:13 Problems with the Perceptron
53:04 Probabilistic Decisions
57:14 Logistic Regression Training
1:02:06 Multiclass Logistic Regression
1:10:06 End [no content]”
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