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linear-algebra's Introduction

Linear-algebra

Resources for learning Linear algebra

Essence of Linear Algebra Notes

Notes of Lecture series "Essence of Linear Algebra" on 3Blue 1Brown channel; Wonderful content to intuitively understand concepts such as:

  1. Span of vectors
  2. Linear transformations and matrices
  3. Matrix multiplication as composition
  4. Determinant
  5. Inverse matrices column space and null space
  6. Dot products
  7. Cross products
  8. Change of basis vectors
  9. Eigen values and vectors

Understanding SVD

Notebook trying to explain SVD and its relation to "Eigen" everything and reference links

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