Learning path - tutorial series

Linear Algebra for Machine Learning

Vectors, matrices and decompositions seen as geometry first and as code second, always tied to where a model uses them.

Parts
1
Reading time
about 12 min
Level
Beginner
Start with part 1

The path, part by part

Read them in order. Every article links to the previous and the next part.

  1. 1

    Why Machine Learning Is Written in Linear Algebra

    Before you can understand vectors, matrices or decompositions in depth, it helps to see why machine learning leans on linear algebra at all — …

    Part 1 of 1 · 12 min read

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