Teaching

Here, you’ll find details about the courses I’ve taught, lecture materials, and additional resources.

Introduction to Deep Learning & Applications in Healthcare — UFR3S - Médecine, Université de Lille

• Term: Spring 2026
• Resources:
  • Slides
  • Lecture Notes

Introduction to Deep Learning & Applications in Healthcare — UFR3S - Médecine, Université de Lille

• Term: Spring 2025
• Resources:
  • Slides
  • Lecture Notes

Sequential Decision Making — Masters of Data Science, Université de Lille and Centrale Lille

• Term: Fall 2024
• Lecturers: Debabrota Basu, Riad Akrour, Ayoub Ajarra
• Description: Fundamentals of online learning, bandits, and reinforcement learning with an exposition of both theory and practice. .
• Resources:
  • Syllabus (PDF)
  • Course Website
  • Lecture 1
  • Recitation 1
  • Lecture 2
  • Recitation 2 Solutions
  • Assignement 1
  • Lecture 3
  • Recitation 3

Some materials for this course were adapted from Doina Precup’s course, Sarath Chandar’s course and other teaching materials. Homework 2 is based on materials from Sarath Chandar’s course. Grateful acknowledgment to the original creators.

Introduction to Deep Learning & Applications in Healthcare — UFR3S - Médecine, Université de Lille

• Term: Spring 2024
• Resources:
  • Slides
  • Lecture Notes