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Technical Intro Fellowship
Self-Paced
Introduction to Machine Learning
Learning Objectives
Explain how neural networks are trained at a high level
Describe the basic transformer architecture
Core Readings
Neural Networks (Chapters 1-6)
3Blue1Brown · 2024
Recommended
What is Self-Supervised Learning?
CodeBasics · 2021
Transformers from Scratch
Brandon Rohrer · 2021
The Spelled-Out Intro to Neural Networks and Backpropagation
Andrej Karpathy · 2022
Machine Learning for Humans, Part 2.1: Supervised Learning
Maini & Sabri · 2017