Quantitative Methods Courses

International Centre for Theoretical Sciences

Statistical Methods and Machine Learning in High Energy Physics - 2023

Explore advanced statistical methods and machine learning techniques for analyzing high energy physics data, including neural networks, anomaly detection, and simulation-based inference.

• YouTube
• 1 day 14 hours 11 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Probabilistic Methods in Negative Curvature - 2023

Explore advanced probabilistic techniques in negative curvature geometry through expert lectures on diffeomorphism groups, hyperbolic rigidity, and random walks on groups.

• YouTube
• 1 day 8 hours 13 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Quantitative Systems Biology - Neural Computation and Behavior

Explore neural circuits, sensory coding, and computational principles underlying animal behavior through expert lectures on membrane excitability, olfactory navigation, and sensorimotor control.

• YouTube
• 1 day 6 hours 2 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Bridging Applied and Quantitative Topology 2022

Explore advanced connections between applied and quantitative topology through expert lectures on persistent homology, deep learning applications, and geometric data analysis.

• YouTube
• 9 hours 21 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Applied Algebraic Topology Methods, Computation, and Science - ATMCS/AATRN 2020

Explore cutting-edge research in applied algebraic topology through expert presentations on persistence diagrams, homology, and computational methods for data analysis.

• YouTube
• 17 hours 43 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Large-Scale Certified Numerical Methods in Quantum Mechanics - 2022

Explore advanced numerical methods for large-scale quantum system simulations, covering error analysis, certification techniques, and computational optimization strategies.

• YouTube
• 15 hours 8 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Spectral Methods in Algebra, Geometry, and Topology

Explore advanced spectral methods across tensor triangular geometry, equivariant stable homotopy, representation theory, and chromatic homotopy theory.

• YouTube
• 11 hours 46 minutes
• On-Demand
• Free Video

ICTP Mathematics

Standard and Less Standard Asymptotic Methods

Master advanced techniques for evaluating infinite sums and recognizing asymptotic patterns in sequences, from Euler-Maclaurin formulas to cutting-edge methods with practical examples.

• YouTube
• 18 hours 38 minutes
• On-Demand
• Free Video

Complexity Explorer

Maximum Entropy Methods Tutorial

Discover maximum entropy methods for understanding probability distributions through practical examples including taxicab problems and real-world modeling applications.

• YouTube
• 1 hour 46 minutes
• On-Demand
• Free Video

Simons Foundation

Advanced Simulation Methods for Lattice Gauge Theories and New Results in (2+1) Dimensions

Explore advanced simulation techniques for lattice gauge theories and discover groundbreaking findings in (2+1) dimensional quantum field theory from leading research.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

The Julia Programming Language

A Tale of Two Multigrids - A Case Study on Algebraic and Polynomial Multigrid Methods

Explore hybrid multigrid strategies combining Algebraic and Polynomial Multigrid methods for efficient high-order finite element solving in Julia's FerriteMultigrid.jl package.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Coursera

Project Phases and Methods: From Initiation to Execution

Master project lifecycle fundamentals from initiation to execution, exploring Waterfall, Agile, and hybrid methodologies while building practical skills in flow management and stakeholder communication.

• Coursera
• 11 hours 58 minutes
• On-Demand
• Paid Course

Dot Physics

Math Methods for Physics - Finding the Center of Mass for a Half Circle

Master center of mass calculations for a half circle using mathematical methods and Python simulations with uniform density assumptions.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Gary Clarke

Handling HTTP Methods in Go

Master HTTP method handling in Go by inspecting r.Method, branching logic for GET/POST requests, and returning proper status codes including 405 Method Not Allowed.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Asymptotic Analysis of an Integro-Differential Model from Quantitative Genetics

Explore asymptotic analysis of integro-differential equations modeling sexual reproduction, selection, and competition in evolutionary dynamics using spectral methods.

• YouTube
• 42 minutes
• On-Demand
• Free Video