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
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 project is written primarily in Jupyter Notebook, distributed under the Other license, first published in 2019. Key topics include: autoencoder, automl, dcgan, deep-learning, densenet.
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<br/>
Noah Negrey<br/>
Yu-Han Liu<br/>
Shahin Saadati<br/>
Torry Yang<br/>
Gonzalo Gasca Meza<br/>
Amy Unruh<br/>
Martin Gorner<br/>
Brad Miro<br/>
Tianzi Cai<br/>
Sara Robinson<br/>
Puneith Kaul<br/>
Crystal Gomes
Other Current/Former Googlers
William Barret<br/>
Sharon Maher
Google Developer Experts (GDE)
Margaret Maynard-Reid / Seattle
ML Practioners
Hobson Lane<br/>
Enoch Tetteh<br/>
Bill Liu<br/>
Miklos Toth
Disclaimer
This is not an officially supported Google product.
Contributors
Showing top 8 contributors by commit count.

