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keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

TutorialsML/AI fundamentalsGetting startedJupyter Notebook
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创建于 2019-03-13 · 更新于 2026-10-05 · 今日第 17718 名
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License License

Google Cloud AI Developer Relations

This repository contains content produced by Google Cloud AI Developer Relations for machine learning and artificial intelligence. The content covers a wide spectrum from educational, training, and research, covering from novices, junior/intermediate to advanced.

The content has been designed both for self-learning, and for being incorporating into instructional material for universities, private coding schools, and professional training. Licensed as Apache 2.0 and CC-BY, organizations are free to integrate and customize the material into their curriculum.

The repository is organized by:

Directory Description
handbooks Google (FREE) PDF softcopy of handbooks - CC-BY 4.0 license (2019)
books PDF softcopy of books - preview versions
workshops workshops (presentation slides and code labs) - CC-BY 4.0 license (2019)
notebooks notebooks for production-grade solutions
zoo tf.keras model zoo (coded in idiomatic and composable design pattern) - Apache 2.0 license
community labs Labs for community participation in research

Reviewers and Contributors

We thank the following for their reviews and contributions to the Idiomatic Programmer:

Google Cloud AI - Developer Relations

Andrew Ferlitsch

Noah Negrey

Yu-Han Liu

Shahin Saadati

Torry Yang

Gonzalo Gasca Meza

Amy Unruh

Martin Gorner

Brad Miro

Tianzi Cai

Sara Robinson

Puneith Kaul

Crystal Gomes

Other Current/Former Googlers

William Barret

Sharon Maher

Google Developer Experts (GDE)

Margaret Maynard-Reid / Seattle

ML Practioners

Hobson Lane

Enoch Tetteh

Bill Liu

Miklos Toth

Disclaimer

This is not an officially supported Google product.