3Blue1Brown - 3Blue1Brown
Mathematics with a distinct visual perspective. Linear algebra, calculus, neural networks, topology, and more.
3Blue1Brown
3blue1brown, or 3b1b for short, is primarily a YouTube channel about discovery and creativity in math, with an emphasis on visualizations. On this site, you can find written versions of many of …
3Blue1Brown - The Essence of Calculus
Apr 28, 2017 · An overview of what calculus is all about, with an emphasis on making it seem like something students could discover for themselves. The central example is that of …
Transformers, the tech behind LLMs | Deep Learning Chapter 5
Apr 1, 2024 · A visual introduction to transformers. This chapter focuses on the overall structure, and word embeddings
How might LLMs store facts | Deep Learning Chapter 7
Aug 31, 2024 · Unpacking the multilayer perceptrons in a transformer, and how they may store facts.
3Blue1Brown - Gradient descent, how neural networks learn
Oct 16, 2017 · An overview of gradient descent in the context of neural networks. This is a method used widely throughout machine learning for optimizing how a computer performs on …
3Blue1Brown - But what is a Neural Network?
Oct 5, 2017 · An overview of what a neural network is, introduced in the context of recognizing hand-written digits.
But what is the Fourier Transform? A visual introduction.
Jan 26, 2018 · An animated introduction to the Fourier Transform, winding graphs around circles.
3Blue1Brown - Bayes' theorem
Dec 22, 2019 · A visual way to think about Bayes' theorem, and strategies for making probability more intuitive.
3Blue1Brown - Attention in transformers, step-by-step | Deep …
Apr 7, 2024 · In the last chapter, you and I started to step through the internal workings of a transformer, the key piece of technology inside large language models. Transformers first hit …