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A blog for learning all things ML – concepts, interview tips, online ML courses: https://www.trybackprop.com

I made a list of all the free resources I used to study ML and deep learning to become an ML engineer at FAANG, so I think it'll be helpful to follow these resources: https://www.t…

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I wrote a post about how to build image search using OpenAI's CLIP, and I included a Google Colab notebook that walks you through step by step the coding process. My article also g…

Thanks for the feedback!

From my experience with 5 years in “software engineering” and then 7 years in “machine learning”, what matters is the most is that you like what you do so that you can bring your A…

Two React powered interactive playgrounds to learn linear algebra and its application to embeddings

I just posted part 2: https://news.ycombinator.com/item?id=40846513 . It covers the dot product and embeddings and features more visuals and two interactive playgrounds to reinforc…

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.

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 …

I actually wrote a blog post about this for experienced software engineers like you who are thinking of transitioning to ML, so I wanted to share it here: https://www.trybackprop.c…

Thank you for the kind words! Please feel free to leave any feedback if you have any. Thanks!

thank you for the feedback! Ah, I can see how switching from column form to row form right away is confusing, especially if someone isn't familiar with all the notation and the cod…

I'm working on this series of articles for folks like you! So glad to hear that you found it useful. Stay tuned for part 2!

I love 3Blue1Brown's Essence of Linear Algebra series! Yeah, I wrote this article knowing it'd be review for a lot of folks, but I wanted to at least get readers on the same page b…

Thank you for the kind words! I currently working on Part 2 of the series (dot products, matrix multiplication, similarity search) and hope to have it out soon. Hope you continue r…

Thanks! Part 2 (in the works) will cover visual explanations of the dot product and matrix multiplication, and I'll discuss how to build a visual similarity search engine. Stay tun…