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MLF Notes
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MLF Notes
MLF Notes
Supervised Learning
Unsupervised Learning
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Table of contents
Week-2
Basic Math Tools
Basic Math Tools
Sets and Functions
Univariate Calculus
Multivariate Calculus
Complex Numbers
Linear Algebra
Linear Algebra
Four Fundamental Subspaces
Orthogonal Vectors and Subspaces
Projections of Vectors
Least Squares and Projections
Linear Regression
Polynomial Regression
Eigen Values and Eigen Vectors
Diagnolization of a matrix
Orthogonally Diagnolizable matrix
Complex Matrices
Table of contents
Week-2
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Week-2
Lecture 6