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.
University of Illinois Urbana-Champaign
Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Coursera
Beginner · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Epidemiology, Infection Control, Infectious Diseases, Mathematical Modeling, Public Health and Disease Prevention, Public Health, R Programming, Differential Equations
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Statistical Methods, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives
Advanced · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Matlab, Algorithms, User Interface (UI), UI Components, Human Computer Interaction, Object Oriented Programming (OOP), Object Oriented Design, User Interface (UI) Design, Mathematical Software, Computer Programming, Programming Principles, Engineering Analysis, Scripting, Performance Tuning
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain Planning, Supply Chain, Probability, Predictive Modeling, Statistical Methods, Data Preprocessing, Transportation, Supply Chain, and Logistics, Business Modeling, Simulation and Simulation Software, Model Training, Business Analytics, Workforce Management, Analytics, Predictive Analytics
Beginner · Specialization · 3 - 6 Months

SkillsBooster Academy
Skills you'll gain: Context Engineering, Prompt Engineering, ChatGPT, Token Optimization, Context Management, Retrieval-Augmented Generation, Gemini, AI Workflows, Generative AI, AI Personalization, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Microsoft Copilot, Large Language Modeling, Workflow Management, Document Management
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Engineering Analysis, Mathematical Theory & Analysis, Geometry, Applied Machine Learning, Markov Model
Beginner · Specialization · 3 - 6 Months

University of Glasgow
Skills you'll gain: Model Training, Model Evaluation, Matlab, Data Preprocessing, Model Optimization, Scientific Visualization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Statistical Methods, Machine Learning Software, Mathematical Software, Statistical Machine Learning, Data Wrangling, Applied Mathematics, Data Validation, Data Processing, Mathematical Modeling, Artificial Neural Networks, Engineering Analysis, Engineering Design Process
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Project Closure, Earned Value Management, Scope Management, Project Controls, Cost Management, Project Planning, Project Management Life Cycle, Cost Control, Quality Management, Project Management, Scheduling, Project Schedules, Project Implementation, Team Performance Management, Project Scoping, Team Management, Cost Estimation, Project Coordination, Cost Containment, Change Management
Mixed · Course · 1 - 3 Months

Starweaver
Skills you'll gain: Customer experience improvement, Revenue Management, Customer experience strategy (CX), Service Design, Design Thinking, Change Management, Social Media Analytics, Hospitality Services, Capital Expenditure, Organizational Change, Content Creation, Hospitality Management, Financial Forecasting, Finance, Operations Management, Search Engine Optimization, Prototyping, Strategic Planning, Capital Budgeting, Key Performance Indicators (KPIs)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Work Breakdown Structure, Earned Value Management, Project Implementation, Resource Allocation, Contract Management, Project Controls, Construction Management, Project Management Office (PMO), Workflow Management, Project Schedules, Operations Management, Capacity Planning, Project Planning, Planning, Scheduling, Project Performance, Resource Management, Productivity, Performance Measurement, Governance
Beginner · Specialization · 3 - 6 Months