Introduction to Topological Data Analysis

Undergraduate | 2026

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area/catalogue icon
Area/Catalogue
MATH X308
Course ID icon
Course ID
207621
Level of study
Level of study
Undergraduate
Unit value icon
Unit value
6
Course level icon
Course level
3
Study abroad and student exchange icon
Inbound study abroad and exchange
Inbound study abroad and exchange
The fee you pay will depend on the number and type of courses you study.
Yes
University-wide elective icon
University-wide elective course
Yes
Single course enrollment
Single course enrolment
Yes
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Note:
Course data is interim and subject to change

Course overview

This course introduces the concepts and methods of topological data analysis to a multidisciplinary audience of students ranging from pure mathematics to data science backgrounds.

Course learning outcomes

  • Explain fundamental concepts in topology and how they apply to data analysis
  • Carry out calculations with homology using algorithmic techniques
  • Discuss case studies in the use of topological data analysis
  • Apply techniques of topological data analysis to data sets using computational techniques
  • Present results of data analysis in a clear and effective way

Prerequisite(s)

N/A

Corequisite(s)

N/A

Antirequisite(s)

N/A