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.

Coursera
Beginner · Course · 1 - 4 Weeks
Universidad de los Andes
Skills you'll gain: Predictive Modeling, Marketing Analytics, Financial Modeling, Data Preprocessing, Advertising, New Product Development, Portfolio Management, Machine Learning, Strategic Decision-Making, Time Series Analysis and Forecasting, FinTech, Statistical Modeling, Operations Research, Model Deployment, Natural Language Processing, Mathematical Modeling, Random Forest Algorithm, Network Model, Cloud Deployment, Process Optimization
Credit offered
Mastertrack · 6 - 12 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Social Network Analysis, Graph Theory, Network Analysis, Data Ethics, Responsible AI, Machine Learning, Analytics, Research, Data Visualization, Driving engagement, Data Mining, Predictive Analytics, Community Development, Algorithms
Intermediate · Course · 1 - 3 Months

Coursera
Intermediate · Course · 1 - 4 Weeks

University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Database Design, Database Management, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Predictive Modeling, Regression Analysis, Applied Machine Learning, Data Analysis
Earn a degree
Degree · 1 - 4 Years

Coursera
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: User Interface (UI), System Implementation
Intermediate · Course · 1 - 3 Months

University of Huddersfield
Skills you'll gain: Graph Theory, Linear Algebra, Computational Logic, Statistical Software, Integral Calculus, Matplotlib, Calculus, R Programming, Theoretical Computer Science, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Deductive Reasoning, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Game Theory, Strategic Decision-Making, Strategic Thinking, Decision Making, Systems Thinking, Complex Problem Solving, Spreadsheet Software
Intermediate · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Political Sciences, Policy Analysis, Social Justice, Social Sciences, Public Policies, Game Theory, Demography, Logical Reasoning, Applied Mathematics
Mixed · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Statistical Inference, A/B Testing, Statistical Analysis, Statistical Machine Learning, Data Science, Statistical Modeling, Exploratory Data Analysis, Statistical Visualization
Intermediate · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Machine Learning Algorithms, Jupyter, Algorithms, Python Programming
Beginner · Course · 1 - 3 Months