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Topological Data Analysis

Spring 2024

Feb 7, 2024

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Apr 1, 2024

Register

You are registered for this program.

Registration Deadlines

Feb 7, 2024

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Erdős Institute Alumni who wish to learn Topological Data Analysis (TDA)

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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.

Organizers and Instructors

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Hitesh Gakhar

Presenter for Week 5

Office Hours:

None

Email:

Preferred Contact:

Slack

Week 5

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Selman Ipek

Presenter for Week 2

Office Hours:

None

Email:

Preferred Contact:

Slack

Week 2

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Tushar Pandey

Presenter for Week 3

Office Hours:

None

Email:

Preferred Contact:

Slack

Week 3

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Aziz Burak Gülen

Presenter for Week 4

Office Hours:

None

Email:

Preferred Contact:

Slack

Week 4

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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

Please make sure to be added on our tda-study-group channel on slack. All the announcements and arrangements are done through this slack channel.

 

Participants should have either completed the Erdős Institute Data Science Boot Camp or have prior DS knowledge before signing up for this study group.

First Steps
Slack

Slack Channel: #slack-channel

Program Content

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Program Content

Textbook/Notes

Project/Homework Instructions

Project/Team Formation
Project Submission
Projects README

Schedule

Click on any date for more details

TDA Study Group week 1

January 30, 2024 at 6:00:00 PM

EVENT

TDA Study Group week 4

February 20, 2024 at 6:00:00 PM

EVENT

TDA Study Group week 7

March 12, 2024 at 5:00:00 PM

EVENT

TDA Study Group week 10

April 2, 2024 at 5:00:00 PM

EVENT

TDA Study Group week 2

February 6, 2024 at 6:00:00 PM

EVENT

TDA Study Group week 5

February 27, 2024 at 6:00:00 PM

EVENT

TDA Study Group week 8

March 19, 2024 at 5:00:00 PM

EVENT

TDA Study Group week 3

February 13, 2024 at 6:00:00 PM

EVENT

TDA Study Group week 6

March 5, 2024 at 6:00:00 PM

EVENT

TDA Study Group week 9

March 26, 2024 at 5:00:00 PM

EVENT

Please check your registration email for program schedule and zoom links.

Project/Homework Deadlines

To access the program content, you must first create an account and member profile and be logged in.

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