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.
Johns Hopkins University
Skills you'll gain: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Mathematics and Mathematical Modeling, Infection Control, Health Policy, Forecasting, Model Evaluation, Data Analysis
★ 4.8 (15) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Operations Research, Operational Efficiency, Operations, Scheduling, Resource Allocation, Project Schedules, Analytical Skills, Resource Planning, Timelines, Logistics, Project Estimation, Decision Making, Mathematical Modeling, Network Analysis, Finance, Research
★ 5 (13) · Mixed · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Logical Reasoning, Deductive Reasoning, Algorithms, Python Programming, Computer Programming
★ 4.4 (2.3K) · Beginner · Course · 1 - 3 Months

Corporate Finance Institute
Skills you'll gain: Data Visualization, Portfolio Management, Portfolio Risk, Market Data, Investment Management, Decision Making, Performance Measurement, Performance Analysis, Financial Analysis, Pandas (Python Package), Investments, Equities, Simulations, Performance Metric
Intermediate · Course · 1 - 4 Weeks

University of Huddersfield
Skills you'll gain: Calculus, Differential Equations, Applied Mathematics, Mathematical Modeling, Analytical Skills, Derivatives
Intermediate · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Theoretical Computer Science, Applied Mathematics, Algorithms, Cryptography, Data Management
Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Model Optimization, Probability, Bayesian Statistics, Probability Distribution, Machine Learning, Statistical Inference
Mixed · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Supervised Learning, Model Training, Machine Learning, Model Evaluation, Algorithms
★ 4.9 (939) · Beginner · Course · 1 - 3 Months

Case Western Reserve University
Skills you'll gain: Mathematical Theory & Analysis, Advanced Mathematics, Mathematical Modeling, Deductive Reasoning, Critical Thinking, Applied Mathematics, Problem Solving, Mathematics Education, Analytical Skills, Numerical Analysis, Algebra, Quantitative Research
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Process Improvement, Project Management, Operational Efficiency, Process Optimization, Budgeting, Process Improvement and Optimization, Process Modeling, Occupational Safety And Health, Simulation and Simulation Software, Operational Excellence, Financial Planning
★ 5 (6) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, Deep Learning, PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Model Evaluation, Performance Tuning, Artificial Neural Networks, Technical Communication
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Graph Theory, Network Analysis, Combinatorics, Network Model, Network Engineering, Mathematical Modeling, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Problem Solving
Intermediate · Course · 1 - 3 Months