# Deep Learning vs Hands-On Machine Learning

Source: https://listme.name/compare/deep-learning-book-vs-hands-on-machine-learning
Framed by the ranking: https://listme.name/best/ai-and-machine-learning-books

| | Deep Learning | Hands-On Machine Learning |
|---|---|---|
| Score | 94.5 | 87.0 |
| Rank | #1 | #6 |
| Price | Free | Paid |
| Best for | Foundations of deep learning, free online | Building models with scikit-learn and TensorFlow |
| Level | Advanced | Intermediate |
| Free to read online | Yes | No |
| Latest edition | 2016, MIT Press | 2022, O'Reilly |
| Math required | Heavy: linear algebra and probability | Light: basic Python and algebra |

The canonical free textbook for the foundations of deep learning, with the full text online. It predates transformers, so pair it with a current practical guide for modern architectures. Practical code for classical models and neural networks, built on scikit-learn, Keras and TensorFlow. It is paid with no free text, and it goes less deep into theory than the books above it.