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Topological Data Analysis

Spring 2024

Feb 7, 2024

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Apr 1, 2024

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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.

Slack

Click here to access the slack channel: #slack-channel

Organizers, Instructors, and Advisors

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Hitesh Gakhar

Presenter for Week 5

Office Hours:

None

Email:

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Preferred Contact:

Slack

Week 5

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Selman Ipek

Presenter for Week 2

Office Hours:

None

Email:

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Preferred Contact:

Slack

Week 2

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Tushar Pandey

Presenter for Week 3

Office Hours:

None

Email:

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Preferred Contact:

Slack

Week 3

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Aziz Burak Gülen

Presenter for Week 4

Office Hours:

None

Email:

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Preferred Contact:

Slack

Week 4

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Çisil Karagüzel

Coordinator

Office Hours:

No office hours for study groups

Email:

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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

Program Content

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https://github.com/TheErdosInstitute/TDA-spring-2024

Program Content

Textbook/Notes

Project/Homework Instructions

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Project/Team Formation
Project Submission
Projects README

Schedule

Click on any date for more details

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

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

Project/Homework Deadlines

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