Math 0-1: Linear Algebra for Data Science & Machine Learning

Source: https://www.udemy.com/course/linear-algebra-data-science/

What you’ll learn

• Solve systems of linear equations
• Understand vectors, matrices, and higher-dimensional tensors
• Understand dot products, inner products, outer products, matrix multiplication
• Apply linear algebra in Python
• Understand matrix inverse, transpose, determinant, trace
• Understand matrix rank and low-rank approximations (e.g. SVD)
• Understand eigenvalues and eigenvectors

Requirements

• Firm understanding of high school math

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