Mathematical Modeling Courses and Certifications

Operations Research (1): Models and Applications

586 ratings at Coursera

This course introduces frameworks and ideas about various types of optimization problems in the business world. In particular, we focus on how to formulate real business problems into mathematical models that can be solved by computers.

• Coursera
• 11 hours 27 minutes
• Self-Paced
• Paid Course

Honors Algebra 2: Linear and Quadratic Functions

Master linear and quadratic functions through rigorous exploration of equations, graphing, and real-world modeling with university-level depth and mathematical reasoning.

• Coursera
• 12 hours 22 minutes
• Self-Paced
• Paid Course

Honors Algebra 2: Algebraic, Exponential & Log Functions

Master advanced function families including exponential, logarithmic, radical, and inverse functions through theory and real-world applications like growth modeling and data analysis.

• Coursera
• 15 hours 2 minutes
• Self-Paced
• Paid Course

Developing the SIR Model

274 ratings at Coursera

Explore infectious disease modeling using the SIR model, covering basic concepts, epidemic behavior, and factors affecting disease dynamics like R0, susceptibility, and interventions.

• Coursera
• 21 hours 26 minutes
• Self-Paced
• Paid Course

AT&T

Model Building and Validation

6 ratings

This course will teach you how to start from scratch in understanding and paying attention to what is important in the data and how to answer questions about data.

• Udacity
• 4 hours
• Self-Paced
• Free Online Course

Optimization for Decision Making

90 ratings at Coursera

Aprenda a tomar decisões baseadas em dados usando otimização linear. Domine técnicas para modelar problemas de negócios, identificar variáveis-chave e encontrar soluções ótimas usando Excel Solver.

• Coursera
• 13 hours 36 minutes
• Self-Paced
• Paid Course

Network Analysis in Systems Biology

204 ratings at Coursera

Explore data analysis methods in systems biology, covering normalization, clustering, dimensionality reduction, and network construction. Learn practical bioinformatics tools and pipelines for analyzing large-scale biological datasets.

• Coursera
• 1 day 6 hours 8 minutes
• Self-Paced
• Paid Course

Real-Time Embedded Systems Theory and Analysis

20 ratings at Coursera

In-depth exploration of real-time embedded systems scheduling theories, including rate monotonic and dynamic priority policies, with practical implementation on Linux using POSIX extensions and Raspberry Pi.

• Coursera
• 2 days 14 hours 11 minutes
• Self-Paced
• Paid Course

Introduction to Python for Scientific Computing

19 ratings at Coursera

Discover Python fundamentals for scientific computing, from basic programming to advanced numerical analysis, data visualization, and problem-solving with NumPy and SciPy.

• Coursera
• 9 hours 5 minutes
• Self-Paced
• Paid Course

Practical Numerical Methods with Python

5 ratings

Even if this is the only numerical methods course you ever take, dedicating yourself to mastering all modules will give you a foundation from which you can build a career in scientific computing.

• Independent
• 15 weeks, 6 hours a week
• Self-Paced
• Free Online Course

Advanced Capstone Spacecraft Dynamics and Control Project

Explore spacecraft dynamics with a hinged panel, deriving equations of motion and applying control solutions to manage rotational response and panel oscillations during reorientation maneuvers.

• Coursera
• 16 hours 25 minutes
• Self-Paced
• Paid Course

Visualizing Algebra

5 ratings

Learn the basics of Algebra through intuition and problem solving! From fractions to factors to functions, we’ll cover a breadth of topics.

• Udacity
• 16 weeks
• Self-Paced
• Free Online Course

Interventions and Calibration

56 ratings at Coursera

Learn to model infectious disease interventions, including vaccination effects, and calibrate SIR models to real-world epidemic data using least-squares and maximum-likelihood approaches in R.

• Coursera
• 1 day 8 minutes
• Self-Paced
• Paid Course

Applied Control Systems 1: autonomous cars: Math + PID + MPC

1953 ratings at Udemy

Modeling + state space systems + PID + Model Predictive Control + Python simulation: lateral control for autonomous cars

• Udemy
• 17 hours 56 minutes
• Self-Paced
• Paid Course

Pricing Options with Mathematical Models

40 ratings at Coursera

Explore mathematical models for pricing options and financial derivatives, covering discrete and continuous-time models, stochastic calculus, and applications in risk management and fixed income markets.

• Coursera
• 2 days 21 hours 9 minutes
• Self-Paced
• Paid Course