Deep Learning with Python

Name: Deep Learning with Python
Author: Francois Chollet

Francois Chollet

Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library.

20.5 score

#92 overall

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Score based on developer article recommendations — not sales data or reviews.

Machine Learning Python AI / MLdeep-learningnumpy

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🟢 Developer Verdict

A practical introduction to deep learning concepts, guiding developers through implementation using Python and the Keras library.

Read this if

✓ You want to learn deep learning directly from Keras's creator.
✓ You are starting your journey into deep learning with Python.
✓ You prefer learning deep learning through practical code examples.

Skip this for now if

✗ You seek advanced research topics in deep learning algorithms.
✗ You prefer a heavily theoretical, math-first approach to ML.
✗ You primarily work with PyTorch or other deep learning frameworks.

Developer signal: Overwhelming Consensus · 100% 6 analyzed mentions PracticalFoundational

🔄 Compare & Reading Path

Alternatives

Python Machine Learning Choose this for a more hands-on, practical approach Intermediate Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow Choose this for a more hands-on, practical approach Intermediate Natural Language Processing with Python Choose this for a more hands-on, practical approach Intermediate

📊 Why Developers Recommend

It makes AI and machine learning concepts accessible to a broader audience.

Cited by 8 different developers, each bringing their own experience and perspective.

Valued for its practical approach — concepts connect directly to real-world engineering decisions and daily work.

Top signals: PracticalFoundational

💬 What Developers Say

"I highly recommend the Cholet's book for a primer on gradient descent and the chain rule that underpins what's happening in the model."
— jeffisadams · Human Not Human · Sep 12, 2019

"I'm trying to learn ML and recently bought the book [Deep Learning with Python] by [François Chollet]."
— hydroweaver · Keras Sentiment Analysis in plain english · Dec 12, 2018

"Here's an implementation of the IMDB sentiment model from the book with some changes"
— hydroweaver · Keras Sentiment Analysis in plain english · Dec 12, 2018

Based on 6 developer article mentions