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
It’s not my rip
Download Links
Password: cms.ddpanda.org
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