YoVDO

Geometry and Topology of Data

Offered By: Applied Algebraic Topology Network via YouTube

Tags

Topological Data Analysis Courses Geometry Courses Riemannian Geometry Courses

Course Description

Overview

Explore the intersection of topological data analysis and geometric concepts in this 43-minute lecture by Jürgen Jost. Delve into the fundamental notion of hyperconvexity and its variants, leading to a new concept of generalized curvature for metric spaces. Discover how curvature notions, originating from Riemannian geometry, play a crucial role in metric geometry. Learn about the Riemann curvature tensor and its significance in encoding invariants of Riemannian metrics. Gain insights from joint work with Parvaneh Joharinad, connecting the basic concepts of topological data analysis, such as intersection patterns of distance balls, with geometric principles.

Syllabus

Jürgen Jost (5/13/22): Geometry and Topology of Data


Taught by

Applied Algebraic Topology Network

Related Courses

Topological Data Analysis - New Perspectives on Machine Learning - by Jesse Johnson
Open Data Science via YouTube
Analyzing Point Processes Using Topological Data Analysis
Applied Algebraic Topology Network via YouTube
MD Simulations and Machine Learning to Quantify Interfacial Hydrophobicity
Applied Algebraic Topology Network via YouTube
Topological Data Analysis of Plant-Pollinator Resource Complexes - Melinda Kleczynski
Applied Algebraic Topology Network via YouTube
Hubert Wagner - Topological Data Analysis in Non-Euclidean Spaces
Applied Algebraic Topology Network via YouTube