Applied Topology
Lecture
1:
Introduction to topology and the Euler-Poincare characteristic.
Lecture
2:
The Euler-Poincare characteristic and image recognition
Lecture
3:
Cluster analysis
Lecture
4:
Cluster analysis continued
Lecture
5: Introduction to chain complexes, Betti numbers and homology
Lecture
6
: Examples of Betti numbers
Lecture
7
: Homology maps and persistence
Lecture
8
: Natural Image Statistics
Lecture
9
: Categories, functors and simplicial homology
Lecture
10
: Simplicial approximation and singular homology
Lecture
11
: Lefschetz fixed-point theorem
Lecture
12 : Homotopy
Lecture 13 : (We omitted
this lecture on exact sequences)
Lecture 14 : (We omitted
this lecture on Smith Normal Form)
Lecture
15 : Dynamical systems
Homework
Exercises
: This kind of question could arise on the end of semester 3-hour
exam!
I plan to (slowly) convert the above lectures into a booklet. The current version of this is available here and is best viewed in "presentation mode".
Comments and corrections very welcome!