Mathematical Modeling Courses and Certifications

Weston High School

On Ramp to AP* Biology

This course will help students who have taken an introductory level biology course get ready for more advanced courses, including AP Biology.

• edX
• 3 weeks, 4-20 hours a week
• On-Demand
• Free Online Course (Audit)

Colorado State University

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
• On-Demand
• 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
• On-Demand
• Free Online Course

IIT Roorkee;  NPTEL

EXCELing with Mathematical Modeling

Learn to construct, solve, and interpret mathematical models for various systems using Excel, covering continuous and discrete models in science, engineering, and social sciences.

• 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 Kharagpur;  NPTEL

Advanced Theory of Ordinary Differential Equations

Comprehensive exploration of advanced ODE theory, covering existence, stability, chaos, perturbations, bifurcations, and applications in mechanical and electrical systems. Includes mathematical modeling and solution techniques.

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

METUopencouseware

Mechanics I

Comprehensive introduction to mechanics principles, covering fundamental concepts and applications over 15 weeks of in-depth lectures by Prof. Dr. Altuğ Özpineci.

• YouTube
• 1 day 22 hours
• On-Demand
• Free Video

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
• On-Demand
• Free Online Course

Beijing Jiaotong University

Nonlinear Dynamical System and Application

Master advanced concepts in nonlinear dynamical systems, from stability and bifurcations to chaos theory, with practical applications in natural sciences, social sciences, and engineering.

• XuetangX
• On-Demand
• Free Online Course

IIT Madras;  NPTEL

Dynamics of Ocean Structures

Explore ocean structure dynamics, fluid-structure interaction, and analysis techniques for offshore engineering. Gain practical skills in modeling and analyzing structures under environmental loads.

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

IIT Guwahati;  NPTEL

Mathematical Modeling of Manufacturing Processes

Explore physics-based modeling of manufacturing processes, from conventional machining to advanced techniques, emphasizing scientific principles for improved understanding and process development.

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

South China University of Technology

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
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Fundamental Algorithms: Design and Analysis

Explore essential algorithms, data structures, and analysis techniques for computational problem-solving. Learn sorting, hashing, dynamic programming, and graph algorithms to enhance your programming skills.

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

IIT Madras;  NPTEL

Computational Systems Biology

Explore mathematical modeling of biological networks, from network biology to constraint-based approaches, with hands-on computational methods for understanding complex cellular systems.

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

MathWorks

Simulating a Quadcopter's Flight

5 ratings at edX

Gain the skills to model the mechanical subsystems, analyze flight dynamics, and refine a quadcopter simulation.

• edX
• 1 week, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)