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Statistics, Topology and Data Analysis

Offered By: Applied Algebraic Topology Network via YouTube

Tags

Topological Data Analysis Courses Statistics & Probability Courses Supervised Learning Courses Materials Science Courses Classification Courses Persistent Homology Courses

Course Description

Overview

Explore the intersection of statistics and topological data analysis in solving real-world data problems through this insightful lecture. Delve into supervised learning and discover a novel Bayesian framework for persistent homology in classification. Gain practical knowledge as the speaker applies these concepts to materials science, demonstrating how statistical and topological approaches synergize to tackle complex data challenges.

Syllabus

Vasileios Maroulas (12/1/21): Statistics, Topology and Data Analysis


Taught by

Applied Algebraic Topology Network

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