8
feb
2024

Practical Deep Learning (CSC)

Join NCC Finland when they offer a Practical Deep Learning course.

The course will be held in hybrid mode, both online (Zoom) and on-site participation in Espoo, Finland are possible.

Date and time

Start: Feb 08 2024 09:00
End: Feb 09 2024 16:00

Target audience

The course is open and free of charge for participants from academia, industry, and public administration from the EuroCC countries.

Organizers

CSC

This course gives a practical introduction to deep learning, including common neural network architectures such as convolutional, recurrent and transformer models. Also covered are GPU computing and tools to train and apply deep neural networks for natural language processing, images, and other applications.

The course consists of lectures and hands-on exercises using PyTorch. Participants will get to run exercises on the GPU-accelerated LUMI - Europe's fastest supercomputer!

Prerequisites

Participants are assumed to have working knowledge of Python and suitable background in data analysis, machine learning, or a related field. Previous experience in deep learning is not required, but the fundamentals of machine learning are not covered on this course. Basic knowledge of a Linux/Unix environment will be assumed.