Mathematical Modeling Courses and Certifications

The Grey Wolf Optimizer

291 ratings at Udemy

Learn Inspirations, Theories, Mathematical Models, and Practical Applications of the Grey Wolf Optimizer

• Udemy
• 3 hours 13 minutes
• Self-Paced
• Paid Course

Validation of Safety Critical Systems

Master mathematical validation techniques for autonomous systems using sampling methods, formal verification, and reachability analysis in safety-critical applications.

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

Optimization and State Estimation Fundamentals

237 ratings at Udemy

Learn optimization fundamentals and state estimation techniques with this practical course!

• Udemy
• 4 hours 36 minutes
• Self-Paced
• Paid Course

IIT Madras;  NPTEL

Control engineering

2 ratings

This course shall introduce the fundamentals of modeling and control of linear time invariant systems

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

Mathematical Oncology

A Machine Learning Framework for Fluid Transport Modeling in Mathematical Oncology

Discover how machine learning revolutionizes fluid transport modeling in cancer research through localized convolutional function regression techniques.

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

Wolfram

Virtual Origami: Mathematical Modeling and Computational Realization

Explore virtual origami using Mathematica, focusing on traditional techniques with mathematical formalism. Learn about fold rules, classical folds, and create a flying crane model.

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

Computational Science & Computational Learning with Python and MATLAB

Master computational modeling through hands-on projects in wildfire prediction, robotics control, and engineering applications using Python and MATLAB over 14 weeks.

• Polimi OPEN KNOWLEDGE
• 14 weeks
• Self-Paced
• Free Certificate

Master MRO inventory management with IBM's optimization solution, covering mathematical models, user interface, and cost-risk balancing strategies for asset-intensive operations.

• IBM Training
• 4 hours
• 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

STAT 501: Regression Methods

Explore regression analysis for predicting dependent variables using sample data. Learn to create mathematical models, interpret results, and apply methods in various scenarios.

• OPEN.ED@PSU
• Self-Paced
• Free Online Course

Bioinformatics for Biologists

Master hands-on bioinformatics skills including RNA-seq analysis, mathematical modeling, protein structure prediction, and drug interactions using R, Linux, and visualization tools.

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

IIT Guwahati;  NPTEL

Introduction To Dynamical Models In Biology

Explore dynamical models in biology using ODEs. Learn analytical, graphical, and numerical techniques for cellular and molecular processes, from basic concepts to advanced applications.

• Swayam
• 4 weeks
• Available until Aug 14, 2026
• Free Online Course

Automation Control Theory/Fundamental of Control Engineering

To develop the English oriented learning method in the engineering field for the students of global interchanging by achieving the fundamentals knowledge of control engineering.

• XuetangX
• Self-Paced
• Free Online Course

IIT Kharagpur;  NPTEL

Introduction to Algorithms and Analysis

Explore mathematical modeling, algorithms, and data structures for computational problems. Learn analysis techniques and performance measures for solving complex issues in computer science.

• Swayam
• 12 weeks
• 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