Week 1
Course Introduction, Elements of Research (How to be successful), How to read papers
Week 2
Review of Machine Learning Skills &
Week 3
Machine Learning for Communication Networks
Week 4
Machine Learning for Information Retrieval and Search
Fernando Diaz / Bhaskar Mitra?
Week 5
Reinforcement Learning and its Applications
Week 7
Introduction to Large Language Models and their Applications
Week 9
Advanced Generative Models and their Applications
Week 10
Machine Learning for Medical Applications (drug discovery, diagnose etc)
Week 12
Machine Learning for Smart Grids and Energy Systems
Week 13
Overview of Research Challenges to Bring Machine Learning to Real-World Applications
Week 14
Project report due / final demo
