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freeCodeCamp

Learn TensorFlow.js - Deep Learning and Neural Networks with JavaScript

via freeCodeCamp

Overview

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This course introduces client-side deep learning with TensorFlow.js and JavaScript. It covers converting Keras models, serving and loading models in web apps with Node.js and Express, tensor operations, debugging, and running MobileNet in the browser.

Syllabus

- Intro to deep learning with client-side neural networks.
- Convert Keras model to Layers API format.
- Serve deep learning models with Node.js and Express.
- Building UI for neural network web app.
- Loading model into a neural network web app.
- Explore tensor operations with VGG16 preprocessing.
- Examining tensors with the debugger.
- Broadcasting with tensors.
- Running MobileNet in the browser.

Taught by

freeCodeCamp.org

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