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TensorFlow.js Resources

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.

6/14/2018 8:45:29 AM

Vishal Pal❄️⚛️

12 Answers

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


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


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


Thanks for the resources


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


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


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


YouTube page: https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ TensorFlow for Javascript ( Google I/O '18 ) https://youtu.be/OmofOvMApTU


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


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.


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