Numerical Methods Courses

Learn matching, weighting, stratification, and propensity scores to balance treatment and control groups and estimate treatment effects from sparse data.

• Codecademy
• 2 hours
• Self-Paced
• Free Trial Available

IIT Kharagpur;  NPTEL

Control and Tuning Methods in Switched Mode Power Converters

Explores small- and large-signal control and tuning methods for switched-mode power converters, including modulation, nonlinear control, and time-optimal recovery.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

JavaScript Array Iteration Methods Course (How To)

100-minute JavaScript course: Learn how to access and transform data in arrays with JavaScript's array iteration methods. You'll learn how, why, an...

• Treehouse
• 1 hour 40 minutes
• Self-Paced
• Free Trial Available

The Julia Programming Language

Efficient Adaptive Mesh Refinement Using Superposition for Discontinuous Galerkin Methods

Discover efficient adaptive mesh refinement techniques using superposition for discontinuous Galerkin methods, optimizing local matrix recalculation to minimize computational overhead.

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

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

Australian Water School

Using Numerical Model Diagnostic Outputs - Elevating Modeling Accuracy Through Smarter Interpretation

Discover how diagnostic outputs enhance environmental modelling accuracy through real-world case studies, revealing system behaviors and identifying flaws to strengthen your workflow.

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

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

Configure SAP Customer Identity and Access Management authentication with social login, passcodes, magic links, risk rules, FIDO, push authentication, and SSO.

• SAP Learning
• 1 hour
• Self-Paced
• Free Online Course

Computational Methods in Materials Science and Engineering

Learn numerical methods for modeling materials, from finite-difference PDEs and Monte Carlo simulations to phase-field and molecular dynamics implementations.

• Swayam
• Available until Oct 9, 2026
• Free Online Course

Formal Methods for System Verification

Explores SAT and model checking as core formal methods for verifying software and hardware correctness through case studies.

• Swayam
• Available until Oct 9, 2026
• Free Online Course

Introduction to Scaling Analysis and Perturbation Methods for Chemical Engineers

Learn scaling analysis and perturbation methods to simplify and approximately solve complex multiphysics models in chemical engineering.

• Swayam
• Available until Oct 9, 2026
• Free Online Course

Meshfree Methods and Peridynamics for Fracture Mechanics

Advanced computational methods—meshfree methods, peridynamics, and phase-field models—for simulating large deformation, damage, crack initiation, and propagation.

• Swayam
• Available until Oct 9, 2026
• Free Online Course

Statistical Methods in Geography (Practical)

Builds foundational statistical skills for organizing, analyzing, and interpreting spatial and temporal data in geographical studies.

• Swayam
• Available until Oct 31, 2026
• Free Online Course

Statistical and Machine Learning Methods: Basics and Applications

Learn how probability distributions, random variables, and conditional relationships support data-driven engineering solutions alongside introductory machine-learning models.

• Swayam
• Available until Oct 9, 2026
• Free Online Course