From Machine Learning to Deep Learning: A concise introduction

Course/Event Essentials

Event/Course Start
Event/Course End
Event/Course Format
In person
Primary Event/Course URL
https://www.hlrs.de/training/2024/dl-hl…

Venue Information

Country: Germany
Venue Details: Click here

Training Content and Scope

Scientific Domain
Not scientific domain specific
Technical Domain
Artificial intelligence (AI), machine and deep learning
Data science and high performance data analytics (HPDA)
Level of Instruction
Beginner
Sector of the Target Audience
Research and Academia
Industry
Public Sector
Other (general public...)
HPC Profile of Target Audience
Application Users
Application Developers
Data Scientists
Language of Instruction
English

Other Information

Organiser
HLRS
Supporting Project(s)
EXCELLERAT-P2
Event/Course Description

This HLRS course addresses students, data scientists, and researchers who would like to have an introduction to Machine and Deep Learning methods to solve challenging and future-oriented problems. Both Machine and Deep Learning methods and examples as well as a method for data compression will be presented. Different examples are shown via hands-on sessions on an HLRS cluster. However, please be aware that this course is not a sequence of beginners’-to-advanced lectures about theoretical aspects of AI.