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.
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Start date
April 26, 2023
End date
April 28, 2023
Language(s) of the training
English
Languages spoken by the coach(es)
English, French
Instructor(s)
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 – 12:00 and 13:30 – 17:30
- Day 3/3: 28.04.2023 09:00 – 13:00
Format and Location
This course takes place ON-SITE
Terres Rouges building
14, porte de France
L-4360 Esch/Alzette
Level
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.