The Conference for Machine Learning Innovation

Hands-On-Workshop: Combining IOT with Deep Learning for industrial optimization, Industry 4.0 is here!

This talk originates from the archive. To the CURRENT program
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Monday, December 4 2017
09:00 - 17:00
Booking note:
Deep Learning Workshop

In this workshop, we will dive into the world of deep learning. After introducing the basics of Google’s Deep Learning library ‘TensorFlow’ we will continue with hands on coding exercises. 

You will learn how to create a neural network that is able to classify images of handwritten digits (MNIST) into their respective classes (Image Classification). While starting with a very basic, shallow network, we gradually add depth and introduce convolutional layers to improve the performance of our model. Finally, we will have a look at natural language processing with recurrent models. 
For this workshop we only require participants to have a basic knowledge of Python in order to work on the hands-on coding exercises. If you do not have any coding experience you are still welcome to join the workshop as all the solutions will be shared at the end of the workshop. For the workshop we will use free Google Cloud credits to spin up a virtual machine, but to activate the credits everybody should bring a valid visa card (there will be absolutely no costs, and you can cancel your account directly after the workshop if desired!)

-a notebook with windows 10+ (with developer option enabled -> gives Linux access)


-a Macbook

-a creditcard to spin up a VM in the Google Cloud (no costs, but you have to register an account through a creditcard)

-Final option is using Docker container

Behind the Tracks