Workshop / Overview

This introductory-level half day workshop will lead participants step-by-step in the process of training and deploying a deep learning model into a web application using TensorFlow.js and Python. The workshop is designed for people who want to learn how to do machine learning on the web, and also developers who want an introduction to machine learning.

We will start with a short hands-on introduction to deep learning, and then work our way through a concrete TensorFlow.js application.

Workshop / Outcome

Acquire a good understanding of deep learning fundamentals and how to do machine learning on the web with TensorFlow.js

Workshop / Difficulty

Intermediate level

Workshop / Prerequisites

  • experience with machine learning in Python or JS
  • or in building web applications with JavaScript

Track / Co-organizers

Harry Anderson

Course Developer, EPFL Extension School

Frederic Ouwehand

Course Developer, EPFL Extension School

AMLD EPFL 2019 / Workshops

TensorFlow Basics 2019 – Saturday

With Bartek Wołowiec, Megan Ruthven, Ruslan Habalov & Andreas Steiner

09:00-16:30 January 26

Document Digitization Challenge

With Mihai Gurban & Raquel Terrés Cristofani

09:00-16:30 January 262A

TensorFlow Basics 2019 – Sunday

With Bartek Wołowiec, Megan Ruthven, Ruslan Habalov & Andreas Steiner

09:00-16:30 January 274ABC

AMLD / Global partners