Research Methods Courses

Fields Institute

Algorithmic Learning Theory Research Presentations - Session 5

Explore cutting-edge research in algorithmic learning theory covering MDPs, vector prediction, online optimization, ranking systems, and contextual bandits from ALT 2026.

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

Fields Institute

Algorithmic Learning Theory Research Presentations - Session 6

Explore cutting-edge research in algorithmic learning theory through six technical presentations covering regular expressions, tensor problems, and statistical convergence.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Domain Decomposition Methods for Elastic Wave Propagation

Explore advanced numerical methods for solving elastic wave equations on Timoshenko beam networks using hybrid discontinuous Galerkin and Schwarz domain decomposition techniques.

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

Website Learners

How to Build a Multi-Agent Research System with N8N - Step-by-Step Guide

Master building an automated multi-agent research system using n8n, OpenAI, and Claude to streamline market research, web scraping, and social media discovery workflows.

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

Agentic Workflows for Life Sciences Research

Discover how to build dynamic AI workflows for life sciences research using Python, covering prompt chaining, routing, parallelization, and orchestrator-worker patterns through hands-on drug repositioning projects.

• Udacity
• 13 hours
• Self-Paced
• Paid Course

Black Hat

AI Enterprise Compromise - 0click Exploit Methods

Discover how AI assistants can be exploited for enterprise compromise through 0-click attacks, prompt injection vulnerabilities, and mitigation strategies using the GenAI Attack Matrix.

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

Exploring the Earth: Fundamentals of Geophysical Methods and Planetary Insights

Explore Earth's interior through gravity, magnetic, electrical, seismic, and radiometric methods. Master geophysical techniques for mineral exploration, groundwater studies, and environmental assessments.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

Introduction to Linear Programming: Manual Methods and Basic Software Tools

Master linear programming fundamentals through manual methods and software tools like Excel and R, covering problem formulation, graphical solutions, and simplex methods.

• Swayam
• 4 weeks
• Self-Paced
• Free Online Course

Harvard CMSA

Modern Nonlinear Embedding Methods Unpacked

Uncover the theoretical foundations and practical improvements of t-SNE and UMAP embedding methods for high-dimensional data visualization and analysis.

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

Harvard CMSA

Empirical Likelihood Methods for Fréchet Means on Open Books

Explore empirical likelihood methods for statistical inference on Fréchet means in open books, covering non-regular geometric behavior and Wilks's theorem applications.

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

Code With Dary

Mastering Eloquent and Collection Methods

Master Laravel's Eloquent ORM and Collection methods through hands-on examples covering filtering, mapping, sorting, and data manipulation techniques for efficient database operations.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Chemometrics & Machine Learning in Copenhagen

Food Science Data Analysis - Basic Statistical Methods and Visualization Techniques

Master statistical methods and data visualization techniques essential for analyzing food science datasets using R and specialized tools.

• YouTube
• 5 hours 58 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

Analysis and Methods for Partial Differential Equations - SIAM PDE Seminar Series

Explore cutting-edge research in partial differential equations through expert webinars covering fluid dynamics, wave theory, plasma turbulence, and mathematical analysis methods.

• YouTube
• 1 day 16 hours 44 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

Gene Golub SIAM Summer School - Advanced Numerical Methods and Matrix Computations

Explore advanced numerical methods through expert lectures on sparse solvers, matrix equations, eigenvalue problems, and matrix functions from SIAM's prestigious summer school.

• YouTube
• 1 day 9 hours 57 minutes
• Self-Paced
• Free Video

Fields Institute

Kernel Methods for Machine Learning and Dynamical Systems

Explore advanced kernel methods in machine learning and dynamical systems through expert talks on Gaussian processes, functional data analysis, and sparse factorization techniques.

• YouTube
• 9 hours 2 minutes
• Self-Paced
• Free Video