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

by trybackprop on 7/1/2024, 3:08:29 PM with 6 comments

  • by trybackprop on 7/1/2024, 3:08:29 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 7/1/2024, 3:14:40 PM

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

  • by coolThingsFirst on 7/10/2024, 8:48:06 PM

    Where Part 3?

  • by coolThingsFirst on 7/5/2024, 2:22:42 PM

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

    waiting for the next part.