Numerical Integration Courses and Certifications

Steve Brunton

Numerical Integration of Chaotic Dynamics - Uncertainty Propagation & Vectorized Integration

Explore chaos and uncertainty propagation in dynamical systems through numerical integration. Learn efficient vectorization techniques in Python and MATLAB for faster computations.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

Steve Brunton

Numerical Integration of ODEs with Forward Euler and Backward Euler in Python and Matlab

Explore Forward and Backward Euler integration methods for ODEs using Python and Matlab. Compare stability, error, and implementation on a spring-mass-damper system with analytic solutions.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

Professor Leonard

Numerical Integration With Trapezoidal and Simpson's Rule

Learn to approximate definite integrals using the Trapezoidal and Simpson's Rules, powerful numerical methods for solving complex integration problems.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Steve Brunton

Runge-Kutta Integration of ODEs and the Lorenz Equation

Explore Runge-Kutta integration methods for ODEs and delve into the fascinating Lorenz equation, uncovering its chaotic behavior and applications in engineering mathematics.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Let's Code Physics

Numerical Integration Methods in Jupyter Notebook - Development Vlog 4

Explore numerical integration methods using Jupyter Notebook, comparing results and enhancing computational skills for physics research and problem-solving.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

Let's Code Physics

Jupyter Notebook Assignment - Runge-Kutta Method Development - Vlog 3

Explore the Runge-Kutta Method in computational physics, comparing it with Euler-Cromer. Develop skills in numerical analysis and scientific computing using Jupyter Notebooks.

• YouTube
• 38 minutes
• On-Demand
• Free Online Course

Calculus through Data & Modelling: Techniques of Integration

30 ratings at Coursera

Explore multivariable integration, vector functions, and numerical techniques. Extend calculus concepts to higher dimensions and real-world applications through data analysis and modeling.

• Coursera
• 4 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Microsoft Excel for Scientists and Engineers

503 ratings at Udemy

Unlock Excel's Potential: Data Analysis, Charting, and Advanced Techniques for Science & Engineering Professionals

• Udemy
• 7 hours 9 minutes
• On-Demand
• Paid Course

Numerical Computations in MATLAB

197 ratings at Udemy

Including Root Finding, Linear Algebra, Curve Fitting, Numerical Integration, Differential Equations and Optimization

• Udemy
• 4-5 hours
• On-Demand
• Free Online Course

Numerical Analysis

Explore differential equations, numerical integration, and root-finding methods using software tools. Learn practical techniques for solving complex mathematical problems in engineering and science.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

NPTEL;  IIT Bombay

Power System Dynamics and Control

This course first introduces a student to power stability problems and the basic concepts of modeling and analysis of dynamical systems. Modeling of power system components - generators, transmission lines, excitation and prime mover controllers - is cov…

• YouTube
• 1 day 18 hours
• On-Demand
• 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
• On-Demand
• Free Online Course

IIT Madras;  NPTEL

Numerical Methods for Engineers

Explore numerical methods for solving complex engineering problems using computers, covering topics from linear systems to differential equations and curve fitting.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Roorkee;  NPTEL

Finite Element Method and Computational Structural Dynamics

Explore finite element theory and its practical implementation using public domain software tools. Gain hands-on experience in computer-aided engineering for various structural applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Kanpur;  NPTEL

Applied Numerical Methods

Learn to solve complex engineering problems using numerical methods, from root finding to neural networks. Develop algorithms and implement them in computer programs for practical applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course