Computational Geometry Courses and Certifications

计算几何 | Computational Geometry

In this introductory computer science course, explore geometry, develop geometric thinking, and learn geometric algorithms.

• edX
• 16 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Geometric Algorithms

23 ratings at Coursera

Explore geometric algorithms and their applications in robotics, computer graphics, and more with EIT Digital's 3-week course. Gain skills to design, analyze, and manipulate spatial data.

• Coursera
• 17 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

NPTEL;  IIT Delhi

Computational Geometry

Explore computational geometry with NPTEL's 37-hour program. Learn about visibility problems, line sweep methods, convex hull algorithms, Voronoi diagrams, range searching, and shape representation.

• YouTube
• 1 day 13 hours
• On-Demand
• Free Online Course

NPTEL;  IIT Kharagpur

Fundamental Algorithms - Design and Analysis

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

• YouTube
• 10 hours
• On-Demand
• Free Online Course

METUopencouseware

Computational Geometry

Dive into Computational Geometry with METUopencouseware's 23-hour program, covering a comprehensive range of lectures for a deep understanding of the subject.

• YouTube
• 23 hours
• On-Demand
• Free Online Course

Paul G. Allen School

Algorithmic Motion Planning Meets Min-Invasive Robotic Surgery

Explore the intersection of algorithmic motion planning and minimally invasive robotic surgery with this less than 1-hour lecture from the Paul G. Allen School. Learn about the development of efficient planning capabilities for medical robots.

• YouTube
• 57 minutes
• On-Demand
• Free Online Course

IEEE

Faster Polytope Rounding, Sampling, and Volume Computation via a Sublinear Ball Walk

Explore polytope rounding, sampling, and volume computation with a sublinear "Ball Walk" in this brief IEEE session. Dive into Markov chains, algorithms, and future directions.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Applied Algebraic Topology Network

Computing Minimal Persistent Cycles - Polynomial and Hard Cases

Explore the complexities of computing minimal persistent cycles with the Applied Algebraic Topology Network. This under 1-hour study delves into polynomially tractable and NP-hard cases.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Applied Algebraic Topology Network

Geometric and Topological Data Analysis of Enzyme Kinetics

Explore the mathematical study of enzyme kinetics linked to human cancer with the Applied Algebraic Topology Network. Learn model reduction, inference, and statistical tools in under 1 hour.

• YouTube
• 24 minutes
• On-Demand
• Free Online Course

Applied Algebraic Topology Network

Vanessa Robins - The Extended Persistent Homology Transform for Manifolds with Boundary

Explore the Extended Persistent Homology Transform for manifolds with boundary in this less than 1-hour material from Applied Algebraic Topology Network. Learn to quantify shape distances, even with different Betti numbers.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Applied Algebraic Topology Network

Curvature Variation Based Sampling for Delaunay Triangulations of Manifolds

Explore the application of curvature variation in Delaunay triangulations of Riemannian manifolds with this less than 1-hour material from Applied Algebraic Topology Network.

• YouTube
• 50 minutes
• On-Demand
• Free Online Course

Applied Algebraic Topology Network

Ulrich Bauer - Gromov Hyperbolicity, Geodesic Defect, and Apparent Pairs in Rips Filtrations

Explore computational aspects of persistent homology for Vietoris-Rips filtrations with Ulrich Bauer in this less than 1-hour session offered by the Applied Algebraic Topology Network.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Applied Algebraic Topology Network

Geometry and Topology of Periodic Point Sets, for Example Crystals

Explore computational geometry and topology in material science applications with the Applied Algebraic Topology Network. Learn about crystal fingerprints, persistent homology, and periodic point sets in under 1 hour.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Coding Train

Processing Java Library - Starting Computational Geometry Challenges

Learn to build a processing Java library with Coding Train, including computational geometry challenges. Material spans 3-4 hours.

• YouTube
• 3 hours 24 minutes
• On-Demand
• Free Online Course

Applied Algebraic Topology Network

Julien Tierny - Principal Geodesic Analysis of Merge Trees and Persistence Diagrams

Explore the computational framework for Principal Geodesic Analysis of merge trees with this less than 1-hour material from Applied Algebraic Topology Network. Learn efficient, iterative algorithms and applications.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course