Mathematical Optimization Courses
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.
Popular Mathematical Optimization Courses and Certifications
Imperial College London
Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Unsupervised Learning, Applied Mathematics, Statistical Methods, Descriptive Statistics, Model Optimization, Mathematical Software, Machine Learning Methods, Applied Machine Learning, Jupyter, Statistics, Numerical Analysis, Machine Learning Algorithms, Geometry, Artificial Neural Networks, Data Science
The Chinese University of Hong Kong
Skills you'll gain: Operations Research, Model Optimization, Applied Mathematics, Mathematical Modeling, Problem Solving, Process Modeling, Mathematical Software, Combinatorics, Graph Theory, Computational Logic, Computational Thinking, Data Modeling, Capacity Management
Northeastern University
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Operational Analysis, Linear Algebra, Numerical Analysis, Mathematical Modeling, Algorithms, Model Optimization, Algebra
National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Applied Mathematics, Business Modeling, Industrial Engineering, Model Optimization, Inventory Control, Business Analytics, Production Planning, Case Studies, Microsoft Excel, Scheduling, Portfolio Management, Facility Management
S.P. Jain Institute of Management and Research
Skills you'll gain: Operations Research, Data-Driven Decision-Making, Process Optimization, Cost Benefit Analysis, Operational Analysis, Business Analytics, Applied Mathematics, Transportation Operations, Strategic Decision-Making, Model Optimization, Decision Making, Operational Efficiency, Decision Tree Learning, Mathematical Modeling, Microsoft Excel, Resource Allocation, Excel Formulas, Supply Chain, Business Modeling, Logistics
What brings you to Coursera today?
National Taiwan University
Skills you'll gain: Operations Research, Network Model, Statistical Machine Learning, Case Studies, Applied Mathematics, Mathematical Modeling, Machine Learning, Model Optimization, Mathematical Theory & Analysis, Transportation Operations, Business Analytics, Linear Algebra, Resource Allocation, Classification Algorithms, Algorithms
National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Report Writing, Network Model, Applied Mathematics, Business Modeling, Industrial Engineering, Research Reports, Model Optimization, Linear Algebra, Numerical Analysis, Operations Management, Operational Analysis, Statistical Machine Learning, Case Studies, Process Optimization, Algorithms, Machine Learning, Program Implementation, Business Analytics
The Hong Kong University of Science and Technology
Skills you'll gain: Differential Equations, Linear Algebra, Matlab, Engineering Analysis, Numerical Analysis, Integral Calculus, Mathematical Software, Mechanical Engineering, Calculus, Engineering Calculations, electromagnetics, Algebra, Applied Mathematics, Mathematical Modeling, Engineering, Simulation and Simulation Software, Advanced Mathematics, Geometry, Computational Thinking, Mechanics
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, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
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, Geometry, Statistics, General Mathematics, Graphing, Computer Science, Mathematical Modeling, Programming Principles, Business Mathematics, Business Logic, Algebra, Problem Solving
University of Glasgow
Skills you'll gain: LLM Application, Model Optimization, AI Enablement, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Operations Research, Combinatorics, Mathematical Modeling, System Configuration, Algorithms, Performance Tuning, Performance Analysis, Data Visualization
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Data Analysis, Computational Logic, Integral Calculus, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Statistical Methods, Analysis, Advanced Mathematics, Bayesian Statistics, Statistical Inference, Theoretical Computer Science, Mathematics and Mathematical Modeling, Numerical Analysis, Descriptive Analytics
What brings you to Coursera today?
Best Mathematical Optimization courses from National Taiwan University
Top-rated Mathematical Optimization courses offered by National Taiwan University on Coursera.
- Operations Research (1): Models and ApplicationsNational Taiwan UniversityBeginner1 - 3 MonthsNational Taiwan University
- Operations Research (3): TheoryNational Taiwan UniversityAdvanced1 - 3 MonthsNational Taiwan University
- Operations ResearchNational Taiwan UniversityBeginner3 - 6 MonthsNational Taiwan University
Best Mathematical Optimization certificate programs
Earn a certificate in Mathematical Optimization from top universities and companies.
- Mathematics for Machine LearningImperial College LondonBeginner3 - 6 MonthsSpecialization
- Mathematics for EngineersThe Hong Kong University of Science and TechnologyBeginner3 - 6 MonthsSpecialization
- LLM Optimization & EvaluationCourseraIntermediate3 - 6 MonthsSpecialization
Best Mathematical Optimization courses for beginners
Top-rated beginner-friendly Mathematical Optimization courses with no prerequisites.
- Data OptimizationS.P. Jain Institute of Management and ResearchBeginner1 - 4 WeeksNo prerequisites
- Essential Mathematics for Computer ScienceUniversity of LondonBeginner3 - 6 MonthsNo prerequisites
- Mathematics for EngineeringBirla Institute of Technology & Science, PilaniBeginner3 - 6 MonthsNo prerequisites
