Introduction to Deep Learning

60,00 

Deep learning methods have revolutionized the machine learning field. They have encountered tremendous success in computer vision, audio application or natural language processing. They draw their success, among other things, because they are able to provide automatic feature engineering thanks to their hidden layers. The goal of this course is to gain a first understanding of such models and learn how to train and use them. Transfer learning a standard technique to train models more efficiently will be covered.

SKU: 6551 Category:
Start date

April 26, 2023

End date

April 28, 2023

Registration Deadline

April 24, 2023

Language(s) of the training

English

Languages spoken by the coach(es)

English, French

Instructors

M. Laurent Cetinsoy

Objective

Learning Outcomes

  • Learners are able to train deep learning model in simple setting
  • Learners are able to do image classification with deep learning
  • Learners are able to understand the basic theory of deep neural networks
  • Learners are able to grasp the various subfields of deep learning

Schedule

This training has a total of 15 hours and takes place over 3 days:

  • Day 1/3:   26.04.2023   14:00 – 18:00
  • Day 2/3:   27.04.2023   09:00 – 12:30 and 14:00 – 18:00
  • Day 3/3:   28.04.2023   09:00 – 12:30

Format and Location

This course takes place ON-SITE

Terres Rouges building
14, porte de France
L-4360 Esch/Alzette

Difficulty

Intermediate

Prerequisites

Programming with Python, basics of machine learning

Additional Info

Certification

This training does not have any assessment or exams; a certificate of participation will be issued to participants.