[1hr Talk] Intro to Large Language Models The spelled-out intro to neural networks and backpropagation: building micrograd The spelled-out intro to language modeling: building makemore Building makemore Part 2: MLP Building makemore Part 3: Activations & Gradients, BatchNorm Building makemore Part 4: Becoming a Backprop Ninja Building makemore Part 5: Building a WaveNet Let's build the GPT Tokenizer Let's build GPT: from scratch, in code, spelled out. Let's reproduce GPT-2 (124M) The Mathematics Every ML Beginner Should UNDERSTAND But what is Simple Linear Regression? Machine Learning Algorithm Explained! Ultimate Beginner Introduction to NumPy and Matplotlib: Master Vectors, Matrices, and 3D Plots Master NumPy Arrays: Detailed Beginner’s Guide to Indexing in 30 Minutes!