Deep Learning Bootcamp

Date

Sep 24, 2018 - Sep 28, 2018

Time

9:00 AM - 6:00 PM

Language

en

Main Topic

Informatik

Other Topics

Biologie, Informatik

Host

Florian Jug, Peter Steinbach

Description

This hands-on course will take you from 0 to 100 in Deep Learning with Keras. Our aim is to teach the fundamentals of deep learning with Convolutional Neural Networks (CNN) based on modern techniques using the Keras API and the Tensorflow backend. By the end participants will know how to build deep learning models, how to train them, what to avoid during training, what to check during training and how to perform model inference, especially for image based problems. We hope participants will then go out and apply these methods to their own problems and use cases. All participants are expected to bring their laptop. During the workshop, a uniform access to GPU-enabled workstations or servers will be provided that hold the software stack used. Thus, your laptop is not required to hold a mobile GPU or alike. All participants are expected to have a solid understanding of fundamentals of linear algebra as well as programming.

Links

• Program and Registration

Last modified: May 23, 2018, 5:09:03 PM