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Linear Algebra 101 for AI/ML – Dot Product, Embeddings

by trybackprop on 7/1/24, 3:08 PM with 6 comments

• by trybackprop on 7/1/24, 3:08 PM

  Learn the linear algebra you need to know for AI/ML. This covers the dot product both algorithmically and visually and applies it to machine learning embeddings. This article also contains visualizations and two interactive playgrounds, the Interactive Dot Product Playground [0] and the Interactive Embedding Explorer [1] (best viewed with laptop or desktop!) to reinforce the concepts that are taught.

  [0] https://www.trybackprop.com/blog/linalg101/part_2_dot_produc...

  [1] https://www.trybackprop.com/blog/linalg101/part_2_dot_produc...

• by mliker on 7/1/24, 3:14 PM

  This looks incredible! How did you create the interactive playgrounds and vectors plots?

• by coolThingsFirst on 7/10/24, 8:48 PM

  Where Part 3?

• by coolThingsFirst on 7/5/24, 2:22 PM

  keep doing this, it's great work and don't get disheartened.

  waiting for the next part.