Deep Learning

This course is listed in USOS as: Deep Learning WFAIS.IF-Y478.0 (Głębokie sieci neuronowe), 30+30 hours 6 ECTS. It will be dedicated to deep neural networks: feed forward, convolutional, recurring and generative adversial networks.

When

Will start in winter semester 2018/2019.

Target

Students of 2nd level studies.

Prerequisites

Machine learning

Course outcomes

Will be specified later.

Tools

The students will use the current as for 2018 Python based neural network framework like Keras and TensorFlow. Students will have access to our computing cluster for more demanding assignments.

Assessment

Students will be required to carry out at least one project for each type of neural networks and present the results.