Numerical Methods Courses and Certifications

Topics in Mathematics with Applications in Finance

Explore mathematical concepts and techniques used in finance through linear algebra, probability, stochastic processes, and numerical methods with MIT experts and industry professionals.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

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

A Complete First Course in Differential Equations

530 ratings at Udemy

A University Level Introductory Course in Differential Equations

• Udemy
• 1 day 6 hours 42 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Kharagpur

Computational Fluid Dynamics

This course provides an introduction to Computational Fluid Dynamics (CFD) with an emphasis on the fundamental principles that govern the implementation of CFD in practical applications.

• YouTube
• 1 day 18 hours
• Self-Paced
• Free Video

József Nagy (OpenFOAM tutorials)

CFD Basics - Introduction to Computational Fluid Dynamics with OpenFOAM

Master CFD fundamentals and OpenFOAM simulations through hands-on tutorials covering grid creation, transport equations, discretization, and convergence analysis.

• YouTube
• 4 hours 21 minutes
• Self-Paced
• Free Video

Matlab Basics for Mechanical engineers

393 ratings at Udemy

Learn numerical methods and MATLAB scripting to solve complex mechanical engineering problems, with a focus on practical applications and result visualization for mechanical and aerospace engineering.

• Udemy
• 1 hour 13 minutes
• Self-Paced
• Free Online Course

Classical Physics: Journey Through the Laws of the Universe

352 ratings at Udemy

Peer beneath the surface of reality, understand how the universe works, and develop physics apps that make a difference!

• Udemy
• 20 hours 18 minutes
• Self-Paced
• Paid Course

An Introduction to Computational Fluid Dynamics

188 ratings at Udemy

Master computational fluid dynamics fundamentals through hands-on Python coding, from discretizing equations to solving real-world problems like shock tubes and lid-driven cavities.

• Udemy
• 12 hours 2 minutes
• Self-Paced
• Paid Course

Finite Element Method (FEM) Analysis and Applications

The main content of this course includes: fundamental mathematics and mechanics method, basic properties of the finite element method

• XuetangX
• Self-Paced
• Free Online Course

Alan Turing Institute

Workshop on Probabilistic Numerical Methods - Panel Discussion

Panel discussion exploring probabilistic numerical methods, covering topics like reference priors, robust uncertainty quantification, and Bayesian inversion methods for improved statistical inference and error quantification.

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

Hausdorff Center for Mathematics

Adaptive Numerical Solution Methods for PDEs

Explore adaptive methods for PDEs, including error estimation, vertex bisection, and finite element techniques, enhancing numerical solutions for complex mathematical problems.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 5

Explore advanced numerical techniques in computational relativity, focusing on simulating black hole mergers and other high-energy astrophysical phenomena for gravitational-wave astronomy.

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

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 1

Explore modern numerical methods for solving Einstein's equations in computational relativity, essential for modeling gravitational waves from black hole and neutron star mergers.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 2

Explore advanced numerical techniques for solving Einstein's equations in computational relativity, focusing on applications in gravitational-wave astronomy and astrophysical simulations.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 3

Explore advanced numerical techniques for solving Einstein's equations in computational relativity, focusing on modeling gravitational waves from merging black holes and neutron stars.

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