Machine learning course using webgl based tensorflow

Introduction

The following repository contains the files and code to be used in the browser based machine learning course, presented at EBF (Emerging Business Factory) incubator. The course is essentially an introduction to webgl based computations and machine learning. It is structured in the following manner:

• webgl

  • What is webgl?
  • Demo of simple shape drawing in webgl
  • computations on webgl
  • Matrix multiplication demo

• tensorflowJS

  • Demo of linear regression
  • Introduce Kaggle and its competitions
  • Import data (data clean up)
  • Create a model and perform training and testing (With tensorFlow JS)