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 Colorado Boulder
Skills you'll gain: Oil and Gas, Petroleum Industry, Environmental Issue, Environment, Governance, Energy and Utilities, Economic Development, Environmental Monitoring, Physical Science, International Relations, Environmental Policy, Socioeconomics, Natural Resource Management, Climate Change Adaptation, Hydrology, Economics, Environmental Science, Cultural Diversity, Culture, Mathematical Modeling
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, ChatGPT, AI Personalization, AI Workflows, AI literacy, AI Integrations, Blogs, LLM Application, Content Creation, Large Language Modeling, Writing and Editing, Social Media Content, Search Engine Optimization
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Anthropic Claude, Application Programming Interface (API), LLM Application, JSON, AI Integrations, Generative AI Agents, Agentic systems, Scripting, Token Optimization, Artificial Intelligence, Automation, Development Environment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Inventory Control, Inventory Management, Inventory Control Systems, Inventory Accounting, Inventory Management System, Procurement, Supply Chain, Supplier Performance Management, Supplier Management, Cost Control, Cost Management, Operational Efficiency, Process Optimization, Performance Reporting, Financial Reporting
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Model Optimization, Artificial Neural Networks, Machine Learning Methods, Deep Learning
Advanced · Course · 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Process Mapping, Lean Manufacturing, Process Analysis, Production Process, Process Design, Lean Methodologies, Process Management, Process Flow Diagrams, Process Optimization, Production Management, Workflow Management, Production Planning, Process Improvement, Manufacturing Operations, Resource Utilization, Capacity Management, Waste Minimization
Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Statistical Analysis, Regression Analysis, Sampling (Statistics), Statistical Modeling, Statistical Methods, Mathematical Modeling, Data Transformation, Probability Distribution, Logistic Regression
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Physics, Physical Science, Materials science, Chemistry, Advanced Mathematics, Mathematical Modeling, Applied Mathematics
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence, Model Optimization, Data Preprocessing, Regression Analysis, Software Installation, System Configuration
Intermediate · Course · 1 - 3 Months
Microsoft
Skills you'll gain: Fine-tuning, Generative AI, Model Optimization, Large Language Modeling, Data Ethics, LLM Application, Responsible AI, Feature Engineering, AI Security, Advertising, Marketing, Anomaly Detection, Data Synthesis, Information Privacy
Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Campaign Planning, Personalized Campaigns, Social Media Campaigns, Social Media Content, Social Media Analytics, Generative AI, Social Media Strategy, AI Personalization, Campaign Management, Content Creation, Social Media Management, AI literacy, Marketing Strategies, Social Media Marketing, Data-Driven Marketing, Persona Development, Content Performance Analysis, Content Strategy, Content Optimization, Data Analysis
Intermediate · Specialization · 3 - 6 Months

LearnKartS
Skills you'll gain: Prompt Engineering, Blogs, Content Scheduling, Google Gemini, Email Automation, Email Marketing, Social Media Marketing, Google Ads, Content Optimization, Search Engine Optimization, Digital Marketing, ChatGPT, Digital Advertising, Content Marketing, Content Creation, Copywriting, Keyword Research, Lead Generation, Artificial Intelligence, Brand Strategy
Beginner · Specialization · 1 - 3 Months