Topological Data Analysis
Spring 2024
Feb 7, 2024
-
Apr 1, 2024
I'm a paragraph. Click here to add your own text and edit me. It's easy.
Checking your registration status...
To access the program content, you must first create an account and member profile and be logged in.
You are registered for this program.
Registration Deadlines
Feb 7, 2024
-
Erdős Institute Alumni who wish to learn Topological Data Analysis (TDA)
-
-
Category
Advance, Supplemental, Alumni-Led, Study Group
Overview
This is a self-study group for Topological Data Analysis. We will study some parts of the textbook "Computational Topology for Data Analysis" by Tamal Krishna Dey and Yusu Wang. We plan to meet weekly and discuss the corresponding sections together. (The zoom meetings will not be recorded.) We also aim to do a project using TDA methods that we learn.
Click here to be invited to the slack organization: The Erdős Institute
Click here to access the slack channel: #slack-channel
Organizers, Instructors, and Advisors
Hitesh Gakhar
Presenter for Week 5
Office Hours:
None
Email:
Preferred Contact:
Slack
Week 5
Selman Ipek
Presenter for Week 2
Office Hours:
None
Email:
Preferred Contact:
Slack
Week 2
Tushar Pandey
Presenter for Week 3
Office Hours:
None
Email:
Preferred Contact:
Slack
Week 3
Aziz Burak Gülen
Presenter for Week 4
Office Hours:
None
Email:
Preferred Contact:
Slack
Week 4
Çisil Karagüzel
Coordinator
Office Hours:
No office hours for study groups
Email:
Preferred Contact:
Slack
This is an alumni-led study group. Different registrants will be presenting on different TDA topics through the course of this study group.
Objectives
(1) reviewing the background needed for TDA
(2) learning persistent homology and related packages
(3) learning graphical summaries in TDA and related packages
(4) learning topological machine learning methods
(5) completing a TDA based project at the end of the study sessions
First Steps/Prerequisites
Program Content
I'm a paragraph. Click here to add your own text and edit me. It's easy.
Course materials are available on github through the following link:
github message for user
Textbook/Notes
Note: our video player does not support playback speed options. You can find a third party browser extension which will allow you to modify video playback speed. For example, this one works for Chrome: video-speed-controller. If you would prefer to avoid a browser extension you can manually modify the playback speed in the javascript console as well: Speed up any HTML5 video player!
Project/Homework Instructions
I'm a paragraph. Click here to add your own text and edit me. It's easy.
Schedule
Click on any date for more details
Phase 1: Instruction and Project Completion
Project Review & Judging
Phase 2: Intense Interview Prep & Career Connections
TDA Study Group week 1
Jan 30, 2024 at 06:00 PM UTC
EVENT
TDA Study Group week 4
Feb 20, 2024 at 06:00 PM UTC
EVENT
TDA Study Group week 7
Mar 12, 2024 at 05:00 PM UTC
EVENT
TDA Study Group week 10
Apr 2, 2024 at 05:00 PM UTC
EVENT
TDA Study Group week 2
Feb 6, 2024 at 06:00 PM UTC
EVENT
TDA Study Group week 5
Feb 27, 2024 at 06:00 PM UTC
EVENT
TDA Study Group week 8
Mar 19, 2024 at 05:00 PM UTC
EVENT
TDA Study Group week 3
Feb 13, 2024 at 06:00 PM UTC
EVENT
TDA Study Group week 6
Mar 5, 2024 at 06:00 PM UTC
EVENT
TDA Study Group week 9
Mar 26, 2024 at 05:00 PM UTC
EVENT
Project/Homework Deadlines