MSc Data Science, first year courseworks

Courses taken between Sep 2022 and April 2023

Summary

First semester Second semester
Mathematics
  • Refresher in Mathematics
  • Fundamental notions of mathematics
  • Probality I
  • Statistics I
  • Probality II
  • Statistics II
  • Numerical analysis & Optimization
Computer Science
  • Refresher in CS
  • Algorithms and their complexity I
  • Data bases
  • Algorithms and their complexity II
Machine Learning
  • Machine Learning I
  • Machine Learning II
  • Machine Learning III
  • Signal processing
  • Models for machine learning
Data Science in practice
  • Python & tools for research
  • Research project
  • Seminars
  • Data challenge
  • Research project
  • Seminars
  • Ethics & Laws