Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Stochastic Topology and Statistical Persistence

Applied Algebraic Topology Network via YouTube

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Explore the intersection of stochastic processes and topology in this hour-long lecture on stochastic topology and statistical persistence. Delve into advanced mathematical concepts as presented by Sayan Mukherjee, examining how probabilistic methods can be applied to topological data analysis. Gain insights into the latest developments in this cutting-edge field, including applications in statistical inference and machine learning. Discover how persistent homology can be used to analyze complex datasets and extract meaningful topological features from noisy data.

Syllabus

Sayan Mukherjee (10/21/14): Stochastic topology and statistical persistence

Taught by

Applied Algebraic Topology Network

Reviews

Start your review of Stochastic Topology and Statistical Persistence

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.