Essential Mathematics for Machine Learning, AI, and Data Science
1. Linear Algebra
1.1 Vectors
Definition and properties
Vector operations (addition, scalar multiplication, dot product, cross product)
Vector spaces and subspaces
Linear independence and dependence
Basis and dimension
1.2 Matrices
Matrix ope...
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