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trybackprop
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...

mliker
This looks incredible! How did you create the interactive playgrounds and vectors plots?
trybackprop
Thanks! I built the interactive playgrounds with React in TypeScript, a lot of SVG manipulation. All of this was built with either Python for visuals or React in general.
mliker
Any plans for future articles?
[deleted]
(comment deleted)
coolThingsFirst
keep doing this, it's great work and don't get disheartened.

waiting for the next part.