https://github.com/googlecloudplatform/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
https://github.com/googlecloudplatform/keras-idiomatic-programmer

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 5 days ago
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Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

• Host: GitHub
• URL: https://github.com/googlecloudplatform/keras-idiomatic-programmer
• Owner: GoogleCloudPlatform
• License: other
• Archived: true
• Created: 2019-03-13T16:04:55.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-12-29T17:38:29.000Z (almost 4 years ago)
• Last Synced: 2024-05-15T13:23:24.083Z (5 months ago)
• Topics: autoencoder, automl, dcgan, deep-learning, densenet, inception, keras, keras-tutorials, machine-learning, mobilenet, resnet, resnext, senet, shufflenet, siamese-network, squeezenet, tensorflow-keras, vgg, xception
• Language: Jupyter Notebook
• Homepage:
• Size: 94.6 MB
• Stars: 805
• Watchers: 64
• Forks: 280
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

        

[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE)

[![License](https://i.creativecommons.org/l/by/4.0/80x15.png)](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`](handbooks)   | Google (FREE) PDF softcopy of handbooks - CC-BY 4.0 license (2019) |

| [`books`](books)           | PDF softcopy of books - preview versions |

| [`workshops`](workshops)   | workshops (presentation slides and code labs) - CC-BY 4.0 license (2019) |

| [`notebooks`](notebooks)   | notebooks for production-grade solutions |

| [`zoo`](zoo)         | tf.keras model zoo (coded in idiomatic and composable design pattern) - Apache 2.0 license |

| [`community labs`](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](https://github.com/andrewferlitsch)


[Noah Negrey](https://www.linkedin.com/in/noah-negrey-bb0a395a)


[Yu-Han Liu](https://www.linkedin.com/in/yu-han-liu-7719281a)


[Shahin Saadati](https://www.linkedin.com/in/shahinsaadati)


[Torry Yang](https://www.linkedin.com/in/torryyang)


[Gonzalo Gasca Meza](https://www.linkedin.com/in/gogasca)


[Amy Unruh](https://www.linkedin.com/in/amyunruh)


[Martin Gorner](https://www.linkedin.com/in/martingorner)


[Brad Miro](https://www.linkedin.com/in/brad-miro)


[Tianzi Cai](https://www.linkedin.com/in/tianzi)


[Sara Robinson](https://www.linkedin.com/in/sara-robinson-40377924)


[Puneith Kaul](https://www.linkedin.com/in/puneith)


[Crystal Gomes](https://www.linkedin.com/in/crystalgomes)

*Other Current/Former Googlers*

William Barret


[Sharon Maher](https://www.linkedin.com/in/sharonmeetworld)

*Google Developer Experts (GDE)*

[Margaret Maynard-Reid / Seattle](https://github.com/margaretmz)

*ML Practioners*

[Hobson Lane](https://www.linkedin.com/in/hobsonlane)


[Enoch Tetteh](https://www.linkedin.com/in/enoch-tetteh-80450211a)


[Bill Liu](https://www.linkedin.com/in/billliu1202)


[Miklos Toth](https://www.linkedin.com/in/miklostoth/)

## Disclaimer

This is not an officially supported Google product.