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ngConf 2020

This GitHub repository holds slides + code for Aaron Ma's ng-Conf 2020 talk on A Journey into the World of Machine Learning with TensorFlow.js.

Objective

Our goal is to train a TensorFlow.js model that will take hand written digit images and learn to predict a score for each of the possible 10 classes (the digits 0-9), return the highest possible score as index to look up the value inside trueLabels array.

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Getting Started

  1. Clone the repository.
$ git clone https://github.com/aaronhma/ngconf-2020.git
  1. Get inside the repository.
$ cd ngconf-2020
  1. Start the development server.
$ yarn start
  1. Open your favorite browser
$ open http://localhost:4200

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Click here to access Angular localhost server