TE
TechEcho
Home24h TopNewestBestAskShowJobs
GitHubTwitter
Home

TechEcho

A tech news platform built with Next.js, providing global tech news and discussions.

GitHubTwitter

Home

HomeNewestBestAskShowJobs

Resources

HackerNews APIOriginal HackerNewsNext.js

© 2025 TechEcho. All rights reserved.

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

9 pointsby trybackprop11 months ago

4 comments

trybackprop11 months ago
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 months ago
This looks incredible! How did you create the interactive playgrounds and vectors plots?
评论 #40846665 未加载
coolThingsFirst10 months ago
Where Part 3?
coolThingsFirst10 months ago
keep doing this, it&#x27;s great work and don&#x27;t get disheartened.<p>waiting for the next part.