mrdbourke/tensorflow-deep-learning resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

5943 stars · 2826 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A collection of Jupyter Notebook course materials for the Zero to Mastery Deep Learning with TensorFlow course by Daniel Bourke. It covers building and training neural networks with TensorFlow/Keras across computer vision, NLP, and time series problems, with an accompanying online book version.

Use cases

• learn deep learning with tensorflow from scratch
• tensorflow tutorials for beginners
• course materials for building neural networks with keras
• learn computer vision and CNNs with tensorflow
• practice deep learning exercises in jupyter notebooks
• free deep learning course with online book

When to choose

• you want a structured, beginner-friendly deep learning curriculum in Python
• you prefer learning through hands-on notebooks with exercises and video lessons
• you want free access to the first portion of the course and the online book

When to avoid

• you need a production-ready library rather than educational materials
• you want PyTorch or framework-agnostic deep learning content
• you need coverage of the latest TensorFlow APIs without checking for updates

Facets

learning-resource · maturity active

deep-learning machine-learning computer-vision nlp deep-learning machine-learning tutorials education python cross-platform tensorflow keras jupyter-notebooks course-materials neural-networks zero-to-mastery

Member repositories

For agents

markdown · JSON · MCP: product_card(name="mrdbourke/tensorflow-deep-learning")