Numerical Analysis Courses and Certifications

Scientific Computing and the MATLAB Language

1 rating

Master scientific computing fundamentals and MATLAB programming through hands-on practice with matrices, data analysis, numerical methods, symbolic computation, GUI design, and Simulink system simulation.

• XuetangX
• Self-Paced
• Free Online Course

IIT Madras;  IIT Kharagpur;  NPTEL

Computational Fluid Dynamics

1 rating

Explore numerical solutions for fluid flow equations, covering finite difference methods, Navier-Stokes equations, and turbulence modeling. Gain practical skills for engineering applications.

• Swayam
• 12 weeks, 3-4 hours a week
• Self-Paced
• Free Online Course

IIT Madras;  NPTEL

Computational Fluid Dynamics using Finite Volume Method

1 rating

Explore finite volume method for discretizing and solving fluid flow equations on structured and unstructured meshes, with hands-on calculations and numerical programming.

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

Nonlinear Dynamics: Mathematical and Computational Approaches

Explore nonlinear dynamics through mathematical and computational approaches, from chaotic systems to real-world applications. Master numerical solutions, time-series analysis, and practical implementations using programming.

• Complexity Explorer
• Self-Paced
• Free Certificate

Numerical Heat Transfer

Master advanced numerical methods for solving complex heat transfer problems using finite volume techniques, SIMPLE algorithms, and industry-standard simulation tools like FLUENT.

• XuetangX
• Self-Paced
• Free Online Course

Modern Scientific Computing with MATLAB

Master scientific computing and problem-solving using MATLAB's powerful tools, from basic programming to advanced applications in calculus, linear algebra, differential equations, data analysis, and system simulation.

• XuetangX
• Self-Paced
• Free Online Course

IIT Kanpur;  NPTEL

Foundations of R Software

Learn R programming for mathematical and statistical computing, covering basics to advanced topics like data handling, functions, loops, and graphics.

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

Computational Finance 1

Explore the fundamentals of Computational Finance, covering bond and option pricing, portfolio optimization, and the Black-Scholes model using linear algebra, numerical methods, and programming.

• Swayam
• Self-Paced
• Free Online Course

Slope Engineering

There are too many slope engineering disasters. For this, can fragile creatures do nothing but sing sad songs? There is a long way for us go to search the means to deal with the problems, “Cheer up"!

• XuetangX
• Self-Paced
• Free Online Course

IIT Roorkee;  NPTEL

Numerical methods

Learn essential numerical methods for engineering problems, including linear equations, interpolation, and differential equations. Gain practical skills applicable across various technical fields.

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

Scientific Computing and Mathematical Modeling

Master scientific computing fundamentals and mathematical modeling techniques through practical problem-solving, covering interpolation, numerical methods, differential equations, and statistical forecasting with real-world applications.

• XuetangX
• Self-Paced
• Free Online Course

Ordinary Differential Equations

Master fundamental concepts and practical applications of ordinary differential equations, from basic theory to advanced problem-solving using Matlab, with emphasis on real-world mathematical modeling and computational methods.

• XuetangX
• Self-Paced
• Free Online Course

IIT Kharagpur;  NPTEL

Introduction to CFD

Introductory computational fluid dynamics course covering numerical methods for solving fluid flow equations, with hands-on coding experience and applications in aerospace and mechanical engineering.

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

Computational Fluid Dynamics using the Finite Element Method

Master the Finite Element Method for fluid dynamics, covering stabilized formulations for incompressible and compressible flows, ideal for Aerospace and Mechanical Engineering students.

• Swayam
• Self-Paced
• Free Online Course

IIT Kanpur;  NPTEL

Applied Computational Fluid Dynamics

Explore fundamental concepts of Computational Fluid Dynamics, covering numerical discretization, stability, shock-capturing, and turbulence modeling. Gain practical skills to solve fluid flow problems numerically.

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