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M2 - Statistics and Programming

Module leaders: Dr. Pascale Anderle
Dr. Richard McKinley
Dr. Raphael Meier



Date and Credits

Start: to be announced

2 ECTS

 

Module 2 is providing preliminary knowledge on statistics and programming necessary to tackle the following modules. Participants will acquire basics in Python programming that are relevant for data analysis.


Main learning objectives

  • Know the relevant concepts from applied linear algebra

  • Know the relevant concepts from probability and statistics

  • Have a basic understanding of Python programming for the purpose of data analysis

Learning content

  • Basics in applied linear algebra
  • Introduction to probability & statistics
  • Introduction to Python Programming I
  • Introduction to Python Programming II
  • Python programming III
  • Linear regression in Python