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Linear Algebra
Fundamentals of the Linear Algebra using Python, & NumPy.
Duration: 1 day
Introduction
Linear Algebra In Machine Learning
Datasets
Images
Encoding
Recommendation Systems
Deep Learning
Other
Fundamental Objects Of The Linear Algebra
Scalars
Vectors
Matrices
Vectors Arithmetic
Scalar Operations On Vectors
Elementwise Operations On Vectors
Vector Addition
Vector Subtraction
Vector Multiplication
Vector Division
Dot Product On Vectors
Matrices And Matrix Arithmetic
Scalar Operations On Matrices
Elementwise Operations On Matrices
Matrix Addition
Matrix Subtraction
Matrix Multiplication (Element-wise)
Matrix Division
Matrix Multiplication (Matrix Dot Product)
Matrix-Vector Multiplication
Tensor Arithmetic
Tensor Addition
Tensor Subtraction
Tensor Multiplication
Tensor Division