Introduction to Deep Learning

Date

5 Jul 2021

Time

9:00

Location

Online

Date end

7 Jul 2021

Time end

13:00

 

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This workshop gives an introduction to Deep Learning for researchers who are familiar with the basics of (non-deep) Machine Learning. We start with explaining the basic concepts of neural networks, and then we go through the different steps of a Deep Learning workflow. Participants will learn how to prepare data for deep learning, how to implement a basic Deep Learning model in Python with Keras, how to monitor and troubleshoot the training process and how to implement different layer types such as convolutional layers.