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Introduction to Topological Data Analysis

Introduction to Topological Data Analysis

Data is ubiquitous in modern society⁠. The field of Topological Data Analysis (TDA) applies higher-level techniques from the mathematical field of Topology to the study of datasets⁠. In this course we will introduce mathematical theory of TDA as well as practicing the actual application through programming⁠.

Course Overview

  • Course days: 15-19 January 2024
  • Attendance: online
  • Course level: Master's, PhD candidates, and professionals from all disciplines 
  • Course curriculum: see the full course curriculum
  • Coordinating lecturers: Senja Barthel, Magnus Botnan, Renee Hoekzema
  • Forms of tuition: tutorials, pre-recorded lectures, practical tasks, feedback sessions
  • Language of tuition: English
  • Forms of assessment: theory questions, practical tasks, daily assignments, final mini project
  • Credits: 2 ECTS
  • Contact hours: 15 hours
  • Self-study hours: 41 hours
  • How to apply: read more about our fees and application process

This online course is part of VU Amsterdam Graduate Winter School online learning, short courses targeted at graduates and professionals.