TensorFlow.js Resources

Question

This thread used for providing References or Resources for TensorFlow.js

What is TensorFlow.js ?
TensorFlow is an open-source software library for dataflow Programming across a range of tasks. It is a symbolic math library, and is also used for Machine Learning.

You are free to add any TensorFlow.js Resources.
Books, Websites , Doc , and Articles regarding this topic.

Answer 1

Offical Site ::
https://www.tensorflow.org
https://js.tensorflow.org

Two Books Regarding TensorFlow.js
https://www.sololearn.com/post/8760/?ref=app

Answer 2

There are already some threads where you can post programming resources:

https://www.sololearn.com/Discuss/204501/?ref=app
https://www.sololearn.com/Discuss/844148/?ref=app
https://www.sololearn.com/Discuss/923664/?ref=app

Answer 3

TensorFlow.js playlist by coding train:
https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YIeVA3dNxbR9PYj4wV31oQ

Answer 4

Several helpful videos:
https://youtu.be/Nc8kZABv-KE
https://youtu.be/HT1_BHA3ecY
https://youtu.be/9KqNk5keyCc

Answer 5

Thanks for the resources

Answer 6

Anime FanGirl
As this is resources for a very specific framework its not necessary to integrate this thread to other coding resources threads.

Answer 7

Tensorflow
https://drive.google.com/file/d/1yNtfX0QbMHTskxhb6q4xeqRIsU0e_9Vt/view?usp=drivesdk

Tensorflow O'Reilly ebook

https://drive.google.com/file/d/1p3Y88n4RAzEpjhBb6WqCweT9Fvm0NPmb/view?usp=drivesdk

Some GitHub resources
https://github.com/BinRoot/TensorFlow-Book

https://github.com/Hvass-Labs/TensorFlow-Tutorials

https://github.com/aymericdamien/TensorFlow-Examples

Answer 8

YouTube page: https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ

TensorFlow for Javascript ( Google I/O '18 )

https://youtu.be/OmofOvMApTU

Answer 9

Google AI Course with Tensorflow APIs:
https://developers.google.com/machine-learning/crash-course/?utm_source=google-ai&utm_medium=card-image&utm_campaign=training-hub&utm_content=ml-crash-course

Answer 10

Books for TensorFlow:
1. Ramsundar B., Zadeh R. B. TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning. 2018. 256 p. ISBN 978-1491980453.

2. Scarpino M. TensorFlow For Dummies. 2018. 360 p. ISBN 978-1119466215.

3. Shukla N. Machine Learning with TensorFlow. 2018. 272 p. ISBN 978-1617293870.

4. Fandango A. Mastering TensorFlow 1.x: Advanced machine learning and deep learning concepts using TensorFlow 1.x and Keras. 2018. 474 p. ISBN 978-1788292061.

5. McClure N. TensorFlow Machine Learning Cookbook. 2017. 370 p. ISBN 978-1786462169.

6. Pattanayak S. Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python. 2017. 398 p. ISBN 978-1484230954.

7. Géron A. Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. 2017. 572 p. ISBN 978-1491962299.

8. Hope T., Resheff Y. S., Lieder I. Learning TensorFlow: A Guide to Building Deep Learning Systems. 2017. 242 p. ISBN 978-1491978511.

9. Hua Q. Machine Learning with TensorFlow 1.x: Second generation machine learning with Google's brainchild - TensorFlow 1.x. 2017. 304 p. ISBN 978-1786462961.

10. Nedal D. Python Machine Learning From Scratch: Step by Step Guide with Scikit-Learn and TensorFlow. 2016. 112 p. ISBN 978-1720649496.

Answer 11

TensorFlow.js is an open source WebGL- accelerated JavaScript library for machine intelligence. It brings highly .... Additional Resources.

Answer 12

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