Research 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

QChemSoftware

Q-Chem Workshop - Introduction to Computational Chemistry Methods and Software

Master Q-Chem software through hands-on sessions covering DFT, geometry optimization, spectroscopy, solvent models, and coupled cluster methods for computational chemistry applications.

• YouTube
• 4 hours 50 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Second Order Methods for Bandit Optimization and Control

Explore second-order optimization techniques for bandit problems and control systems, advancing beyond first-order methods for improved convergence and performance.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

New Research Directions in Vector Search

Explore cutting-edge developments in vector search algorithms and their applications in modern data science and machine learning systems.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

GBatNet

Bats in Focus - Wildlife Through Research and Photography

Discover techniques for photographing bats through wildlife research and photography expertise with Dr. José G. Martínez-Fonseca in this engaging 57-minute presentation.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Animagraffs

How I Recreated the Golden Gate Bridge - Historical Research and 3D Modeling

Discover the intricate process of recreating the Golden Gate Bridge through detailed historical research and advanced 3D modeling techniques in this comprehensive walkthrough.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

American Society for Microbiology

How to Publish Education Research - From the STEM Classroom to the Academic Journal

Discover how to transform STEM teaching through discipline-based education research and publish impactful findings in academic journals.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

DevConf

A Scrappy UXer's Tale of Effective Low-Tech, Low-Prep, Quick Turnaround UX Research

Discover rapid UX research methods that require minimal prep time, no mockups, and deliver valuable user insights for technical GUI design in just 20 minutes.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

DevConf

Upstream Communities - Key Partners in UX Research

Discover how to leverage open source communities as valuable UX research participants, exploring engagement strategies, challenges, and lessons from Kubeflow community research.

• YouTube
• 30 minutes
• Self-Paced
• Free Video