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

9 点作者 trybackprop11 个月前

4 条评论

trybackprop11 个月前
Learn the linear algebra you need to know for AI&#x2F;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.<p>[0] <a href="https:&#x2F;&#x2F;www.trybackprop.com&#x2F;blog&#x2F;linalg101&#x2F;part_2_dot_product#interactive-dot-product-playground" rel="nofollow">https:&#x2F;&#x2F;www.trybackprop.com&#x2F;blog&#x2F;linalg101&#x2F;part_2_dot_produc...</a><p>[1] <a href="https:&#x2F;&#x2F;www.trybackprop.com&#x2F;blog&#x2F;linalg101&#x2F;part_2_dot_product#embeddings-from-openais-clip-model" rel="nofollow">https:&#x2F;&#x2F;www.trybackprop.com&#x2F;blog&#x2F;linalg101&#x2F;part_2_dot_produc...</a>
mliker11 个月前
This looks incredible! How did you create the interactive playgrounds and vectors plots?
评论 #40846665 未加载
coolThingsFirst10 个月前
Where Part 3?
coolThingsFirst10 个月前
keep doing this, it&#x27;s great work and don&#x27;t get disheartened.<p>waiting for the next part.