CS229 ml

Stanford University

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Class notes

Linear Algebra Review
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94

February 2022

2020/2021
Contents 1 Basic Concepts and Notation 2 1.1 Basic Notation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 2 Matrix Multiplication 3 2.1 Vector-Vector Products . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 2.2 Matrix-Vector Products . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 2.3 Matrix-Matrix Products . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 3 Operations and Properties 7 3.1 The Identity Matrix and Diagonal Matric...
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Summary

Dataset split; Exponential family. Generalized Linear Models.
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8

February 2022

2020/2021
Perception Exponential Family Generalized Linear Models Soft max Regression Multiclass Classification
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