ageron/tf2_course resource

Health v2 · maintenance only

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1909 stars · 532 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of Jupyter notebooks with exercises and solutions accompanying Aurélien Géron's 'Deep Learning with TensorFlow 2 and Keras' training course. It covers neural networks and deep learning topics using TensorFlow 2 and Keras.

Use cases

• learn deep learning with tensorflow 2 and keras
• practice neural network exercises with solutions
• follow a hands-on deep learning course in notebooks
• run tensorflow tutorials in colab or binder
• study keras neural nets with worked examples

When to choose

• you want structured course material with exercises and solutions for TensorFlow 2 and Keras
• you prefer learning through runnable Jupyter notebooks in Colab, Binder, or locally
• you are training or self-studying deep learning fundamentals

When to avoid

• you need production code or a maintained library rather than educational notebooks
• you want the latest TensorFlow APIs, as the material was last updated in 2023
• you are looking for the Hands-on Machine Learning book code, which lives in ageron/handson-ml2

Facets

learning-resource · maturity maintenance

machine-learning deep-learning developer-tools deep-learning machine-learning tutorials education python cross-platform jupyter-notebooks tensorflow keras course-material exercises gpu

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