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.

Microsoft
Skills you'll gain: Program Management, Return On Investment, Project Portfolio Management, Organizational Strategy, Program Implementation, Project Management, Project Management Life Cycle, Project Management Institute (PMI) Methodology, Benefits Administration
★ 4.7 (104) · Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Responsible AI, Autoencoders, Model Training, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Model Optimization, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Generative Model Architectures, Debugging, Machine Learning Methods, Artificial Intelligence, Image Analysis, Unsupervised Learning
★ 4.5 (24) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Ethics, Generative AI Agents, Generative AI, Software Design Documents, Software Design, AI Integrations, Software Architecture, Agentic Workflows, Continuous Integration, Software Development, Prompt Patterns, LLM Application, Application Security, Software Engineering, Code Review, Debugging, DevSecOps
★ 4.5 (246) · Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Generative AI, Prompt Engineering Tools, Model Optimization, Serverless Computing, AI Workflows, AI Orchestration, Systems Development Life Cycle, Cloud Development, Development Testing, Mobile Development Tools, AI Enablement, AI Integrations, Application Development, Cloud Platforms, Web Analytics and SEO, Application Deployment, Software Development Tools, Cloud-Based Integration, Code Review, Computer Programming Tools
★ 4.1 (49) · Intermediate · Specialization · 3 - 6 Months
Rice University
Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Risk Modeling, Investments, Financial Market, Risk Management, Equities, Finance, Risk Appetite, Return On Investment, Risk Mitigation, Risk Analysis, Statistical Methods, Probability Distribution, Correlation Analysis, Decision Making, Quantitative Research, Variance Analysis
★ 4.6 (634) · Mixed · Course · 1 - 3 Months

Rutgers the State University of New Jersey
Skills you'll gain: Inventory Control, Supply Chain, Financial Statement Analysis, Data Analysis, Financial Data, Case Studies
★ 4.6 (274) · Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Combinatorics, Theoretical Computer Science, Algorithms, Graph Theory, Computational Thinking, Applied Mathematics, Python Programming, Program Development, Mathematical Modeling
★ 4.7 (376) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Evaluation, Responsible AI, Fine-tuning, LangChain, Model Optimization, Large Language Modeling, Generative Model Architectures, Model Deployment, Generative AI, Generative Adversarial Networks (GANs), Application Deployment, Application Development, AI literacy, Technical Management, Business Strategy, Python Programming
★ 4 (74) · Intermediate · Specialization · 1 - 3 Months

National Taiwan University
Skills you'll gain: Robotics, Mechanics, Linear Algebra, Engineering Calculations, Trigonometry, Applied Mathematics, Mathematical Modeling, Spatial Analysis
★ 4.7 (64) · Beginner · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Differential Equations, Engineering Analysis, Mechanics, Applied Mathematics, Calculus, Mechanical Engineering, Mathematical Modeling, Physics, Geometry, Vibrations, Logical Reasoning, Derivatives
★ 4.6 (113) · Mixed · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Hydraulics, Pump Stations, Mechanical Engineering, Schematic Diagrams, Simulation and Simulation Software, Simulations, Engineering Analysis, Control Systems, Engineering Calculations, Mathematical Modeling, Matlab
★ 4.8 (1.5K) · Mixed · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Hugging Face, Model Optimization, Fine-tuning, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Data Manipulation, Deep Learning, Generative Model Architectures, Model Training, Image Analysis, MLOps (Machine Learning Operations), Large Language Modeling, Data Pipelines, Artificial Neural Networks, Computer Vision, Natural Language Processing
★ 4.8 (96) · Intermediate · Professional Certificate · 1 - 3 Months