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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
by trybackprop 2y ago
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_product#interactive-dot-product-playground https://www.trybackprop.com/blog/linalg101/part_2_dot_produc...
[1] https://www.trybackprop.com/blog/linalg101/part_2_dot_product#embeddings-from-openais-clip-model https://www.trybackprop.com/blog/linalg101/part_2_dot_produc...