Παρουσίαση/Προβολή

(1805) -  Theodoros Giannakopoulos

Περιγραφή Μαθήματος

General Information

• When: Every Thursday 6 - 9pm
• Slides to be uploaded on e-class

Instructor: Theodoros Giannakopoulos

Books: 

• deep learning (MIT, Goodfellow) https://www.deeplearningbook.org

Marking Scheme:

• 50% project
• 50% exams

Lectures:

• 01 - Intro, 23/2/2023
• 02 - A recap on ML 2/3/2023
• 03 - Multimodal ML 9/3/2023
• 04 - Neural Networks (Part A) 16/3/2023
• 05 - Neural Networks (Part B) 23/3/2023
• 06 - CNNs (Part A) 30/3/2023
• 07 - CNNs (Part B) 6/4/2023
• 08 - Sequential Modelling 27/4/2023
• 09 - Transfer learning, Autoencoders 4/5/2023
• 10 - GANs - 11/5/2023
• 11 - Self-supervised Learning 18/5/2023
• 12 - Projects Discussion - 25/5/2023
• 13 - Projects Oral Presentation 1/6/2023

Exams: [TBA]

Ημερομηνία δημιουργίας

Τρίτη 23 Φεβρουαρίου 2021