CS229 ml

Stanford University

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 Linear Algebra Review
  • Linear Algebra Review

  • Class notes • 94 pages • 2022
  • Available in package deal
  • 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.
  • Dataset split; Exponential family. Generalized Linear Models.

  • Summary • 8 pages • 2022
  • Available in package deal
  • Perception Exponential Family Generalized Linear Models Soft max Regression Multiclass Classification
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