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.
The Hong Kong University of Science and Technology
Skills you'll gain: Physics, Advanced Mathematics, Calculus, Differential Equations, Mechanics, Mathematical Modeling, Scientific Methods
Mixed · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Performance Tuning, Hibernate (Java), Development Testing, JUnit
Intermediate · Course · 1 - 3 Months

Koç University
Skills you'll gain: Calculus, Integral Calculus, Algebra, Numerical Analysis, Arithmetic, Computational Thinking, Advanced Mathematics, Mathematical Theory & Analysis, Derivatives
Mixed · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Health Informatics, Generative AI Agents, Diagnostic Tests, Prompt Engineering, Responsible AI, Data Integration, Medical Imaging, Healthcare Ethics, AI Personalization, LLM Application, Unstructured Data
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Performance Tuning, Software Testing, Unit Testing, Application Programming Interface (API), Software Documentation, Web Applications, Test Driven Development (TDD), Node.JS, Debugging, Maintainability, Javascript, Software Architecture, JSON, Real Time Data, Data Transformation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Thermal Management, Finite Element Methods, Engineering Analysis, Mechanical Engineering, Engineering, Scientific Visualization, Simulations, Numerical Analysis, Mathematical Modeling, Differential Equations, Physics
Intermediate · Course · 1 - 3 Months

Northwestern University
Skills you'll gain: Robotics, Mathematical Modeling, Engineering, Mechanics, Automation, 3D Modeling, Engineering Analysis, Virtual Environment, Simulation and Simulation Software, Matlab, Control Systems, Linear Algebra, Computer Programming Tools
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Project, Project Schedules, Resource Allocation, Resource Management, Project Management Software, Scheduling, Project Performance, Project Coordination, Project Management, Microsoft 365, Timelines, Milestones (Project Management), Project Planning, Work Breakdown Structure, Project Documentation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Data Persistence, Docker (Software), Command-Line Interface, Data Storage, DevOps, Development Environment, Application Deployment, General Networking, Software Installation
Beginner · Course · 1 - 3 Months

University of Glasgow
Skills you'll gain: Federated Learning, Emerging Technologies, Generative AI, Communication Systems, Internet Of Things, Software-Defined Networking, Digital Communications, Network Architecture, Zero Trust Network Access, Artificial Intelligence and Machine Learning (AI/ML), Distributed Computing, Artificial Intelligence, Information Technology, Health Technology, Electronics Engineering, Electrical Engineering, Machine Learning, Trustworthiness
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Microsoft Azure, Prompt Engineering, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, AI Workflows, Data Pipelines, Continuous Monitoring, Performance Tuning, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Collaborative Software, Large Language Modeling, Data Preprocessing, Data Validation, Data Cleansing, Natural Language Processing, Verification And Validation, Transfer Learning, Data Quality, AI Workflows, Model Deployment
Intermediate · Course · 1 - 4 Weeks