Machine Learning: Deep Learning
An introduction to machine learning and deep learning: supervised, unsupervised and reinforcement learning, linear models, loss functions and maximum likelihood estimation, and building neural networks in PyTorch.
Johns Hopkins · EN.601.482 · Spring 2025
What Is Machine Learning?
- ML as Software 2.0 · Supervised Learning · Types of Machine Learning · Linear Models · Deep Learning · Unsupervised Learning: Hidden Structure · Reinforcement Learning · History