Mathematical optimization courses can help you learn linear programming, integer programming, and nonlinear optimization techniques. You can build skills in formulating optimization problems, analyzing constraints, and applying algorithms to find optimal solutions. Many courses introduce tools like Python, R, and MATLAB, which are used to implement optimization models and analyze data effectively.

Imperial College London
Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Applied Mathematics, Descriptive Statistics, Model Optimization, Statistics, Geometry, Artificial Neural Networks, Data Science, Data Manipulation, Python Programming, Data Transformation, Machine Learning, Derivatives
★ 4.6 (15K) · Beginner · Specialization · 3 - 6 Months

The Chinese University of Hong Kong
Skills you'll gain: Model Optimization, Mathematical Modeling, Problem Solving, Mathematical Software, Graph Theory
★ 4.8 (460) · Intermediate · Course · 1 - 4 Weeks

S.P. Jain Institute of Management and Research
Skills you'll gain: Data-Driven Decision-Making, Model Optimization, Decision Making, Analysis, Mathematical Modeling, Microsoft Excel, Resource Allocation
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Model Optimization
★ 4.9 (8) · Intermediate · Course · 1 - 4 Weeks

National Taiwan University
★ 4.9 (97) · Advanced · Course

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Data Analysis, Computational Logic, Engineering Calculations, Integral Calculus, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Statistics, Statistical Methods, Bayesian Statistics, Statistical Inference, Theoretical Computer Science, Numerical Analysis, Descriptive Analytics, Applied Mathematics
★ 4.5 (207) · Beginner · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Report Writing, Network Model, Industrial Engineering, Model Optimization, Linear Algebra, Applied Mathematics, Algorithms, Case Studies, Machine Learning, Program Implementation, Production Planning, Mathematical Theory & Analysis, Business Analytics, Microsoft Excel, Scheduling, Data Visualization, Performance Metric
★ 4.8 (737) · Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), Fine-tuning, User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, Performance Testing, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Performance Tuning, Python Programming, Root Cause Analysis, Statistical Analysis
Intermediate · Specialization · 3 - 6 Months

University of London
Skills you'll gain: Computational Logic, Algorithms, Arithmetic, Applied Mathematics, Advanced Mathematics, Mathematics and Mathematical Modeling, Deductive Reasoning, Mathematical Theory & Analysis, Trigonometry, Statistics, General Mathematics, Graphing, Computer Science, Statistical Analysis, Mathematical Modeling, Programming Principles, Business Mathematics, Business Logic, Algebra, Problem Solving
★ 4.1 (17) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Model Training, Deep Learning, Generative AI, PyTorch (Machine Learning Library), Application Deployment, Cloud Deployment, Hugging Face, Model Evaluation, AI Workflows, Microsoft Azure, Performance Testing, Software Documentation, Containerization, Cloud Computing, Machine Learning, Computer Science, Data Science
Intermediate · Course · 1 - 3 Months
University of Virginia
Skills you'll gain: Market Dynamics, Product Lifecycle Management, Competitive Analysis, Consumer Behaviour, Revenue Management, Marketing Psychology, Customer Insights, Customer Analysis, Economics, Game Theory, Presentations, Market Analysis, Market Research, Marketing Channel, Regression Analysis, Market Share, Regulation and Legal Compliance, Commercial Laws, Business Economics, B2B Sales
★ 4.8 (946) · Beginner · Specialization · 3 - 6 Months
Top-rated Mathematical Optimization courses offered by National Taiwan University on Coursera.
Earn a certificate in Mathematical Optimization from top universities and companies.
Top-rated beginner-friendly Mathematical Optimization courses with no prerequisites.