tensorflow.js Roadmap

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Aadi Manchekar

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Nov 17, 2020, 6:58:27 AM11/17/20
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I would highly appreciate if someone would suggest a proper roadmap to learn Tensorflow.js  or any resources :D

Jason Mayes

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Nov 17, 2020, 6:34:42 PM11/17/20
to Aadi Manchekar, TensorFlow.js Discussion
The link you provided is a good starting point. I would of course reference the following:
  1. https://www.manning.com/books/deep-learning-with-javascript  (our current go to book) though there are some new ones coming out from the community soon but not sure if they are available to purchase yet.
  2. https://www.tensorflow.org/js  - our website has a tonne of articles and tutorials/apis etc to dive into.
  3. https://codelabs.developers.google.com/ - search JS to find TFJS related codelabs for a more hands on approach
  4. https://codepen.io/topic/tensorflow/templates - codepen boilerplates
  5. https://glitch.com/@TensorFlowJS - Glitch boilerplates (same as codepen).
  6. Searching Google for TensorFlow.js content on say Blog posts etc are starting to produce some fruitful results now as the community is growing. Many tutorials for common use cases there such as linear regressions, object classifications, and more.
  7. Check the #MadeWithTFJS hashtag on Twitter / LinkedIn for inspiration and to find real people using it. Generally a very friendly community so say hello and ask them about their work!
  8. Come join our Show and Tell YouTube Live stream (or recorded if you miss it) over on the TF YouTube channel.
    1. Live Stream Playlist; https://www.youtube.com/watch?v=fZ1rzawCPD4&list=PLQY2H8rRoyvybn-iu_XXji0r435dEKYnB
    2. Short form video of presenters playlist (bite sized chunks much shorter than whole live stream): https://www.youtube.com/watch?v=GskMuu821NI&list=PLQY2H8rRoyvzSZZuF0qJpoJxZR1NgzcZw

On Tue, Nov 17, 2020 at 3:58 AM Aadi Manchekar <amjan...@gmail.com> wrote:
I would highly appreciate if someone would suggest a proper roadmap to learn Tensorflow.js  or any resources :D

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  •  Jason Mayes
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Aadi Manchekar

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Nov 18, 2020, 1:25:54 AM11/18/20
to TensorFlow.js Discussion, Jason Mayes, TensorFlow.js Discussion, Aadi Manchekar
I appreciate your effort.  

Jason Mayes

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Nov 18, 2020, 10:24:42 AM11/18/20
to Aadi Manchekar, TensorFlow.js Discussion
You're welcome. 
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