Workshop: Introduction to Deep Learning with TensorFlow 2

We will touch on classic Neural Networks, Convolutional Neural Networks (CNNs) for image processing, and Recurrent Neural Networks (RNNs) for processing of texts and other sequences.

We will use TensorFlow 2 with low-level and Keras-style layers and provide notebooks hosted on Google’s Colab, that allow them to run on GPU. Thus there will be no need for any installation, all you need is a Chrome browser. We will use Python as our language, so basic knowledge in object oriented programming is desirable.

Required audience experience

Basic experience in object oriented programming, machine learning and neural networks.

Objective of the workshop

Giving basic insights into what neural networks can do and how to train them using TensorFlow 2.