CS229 ml
Stanford University
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machine learning course
- Package deal • 16 items • 2022
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stanford machine learning course (half course + summary)
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Linear Algebra Review
- Class notes • 94 pages • 2022
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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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Dataset split; Exponential family. Generalized Linear Models.
- Summary • 8 pages • 2022
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Perception 
Exponential Family Generalized Linear Models 
Soft max Regression Multiclass Classification
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