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.

• Slides: Click here to access Google Slides
• Live Demo: Click here to access demo

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.

Getting Started

1. Clone the repository.

$ git clone https://github.com/aaronhma/ngconf-2020.git

2. Get inside the repository.

$ cd ngconf-2020

3. Start the development server.

$ yarn start

4. Open your favorite browser

$ open http://localhost:4200

--OR--

Click here to access Angular localhost server