Optimization courses can help you learn techniques for improving performance, resource allocation, and decision-making processes. You can build skills in linear programming, heuristic methods, and simulation modeling, that support analyzing complex systems. Many courses introduce tools like Excel Solver, MATLAB, and Python libraries such as SciPy, enabling you to apply optimization methods to real-world problems in logistics, finance, and operations management.

Johns Hopkins University
Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Model Optimization, Estimation, Graphing, Mathematical Modeling, Data Analysis Software, Algebra, Cost Estimation, Mathematical Software, Linear Algebra, Trigonometry, General Mathematics, Advanced Mathematics, Analysis, Derivatives, Mathematical Theory & Analysis, Geometry, Data Analysis
★ 4.8 (400) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Demand Planning, Inventory Management System, Forecasting, Merchandising, Inventory Control Systems, Enterprise Architecture, Generative AI, Inventory Control, Performance Measurement, Customer Demand Planning, Operational Performance Management, Inventory Management, Inventory and Warehousing, Return On Investment, Key Performance Indicators (KPIs), Time Series Analysis and Forecasting, Business Analysis, ChatGPT, Data-Driven Decision-Making, Order Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Automation, Generative AI Agents, Content Marketing, Marketing Effectiveness, Generative AI, MarTech, AI Personalization, Marketing Analytics, Agentic systems, Marketing, Data Ethics, Customer Communications Management, AI Workflows, Personalized Service, Multimodal Prompts, Customer experience improvement, Large Language Modeling, Governance, Prompt Engineering, Predictive Analytics
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Advertising, Online Advertising, Digital Advertising, Paid media, Marketing, Digital Marketing, Return On Investment
★ 4.4 (6K) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Retrieval-Augmented Generation, Model Evaluation, Scalability, Vector Databases, Application Deployment, Model Optimization, Restful API, Token Optimization, Performance Tuning, Embeddings, Generative AI, Web Applications, Large Language Modeling, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Service Level, Service Level Agreement, Operations, Operational Efficiency, Service Management, Operations Management, Operational Analysis, Customer experience improvement, Process Optimization, Data Entry, Performance Analysis, Performance Measurement, Data Validation, Business Metrics, Customer Relationship Management, Data Quality, Workflow Management, Data Processing, Data Management, Data Analysis
Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Ethics, Image Analysis, AI Personalization, Model Training, Convolutional Neural Networks, Model Optimization, Machine Learning, Applied Machine Learning, Feature Engineering, Computer Vision, Machine Learning Methods, Supervised Learning, Data Preprocessing, Program Evaluation, Unsupervised Learning, Python Programming, Data Science, Algorithms
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Virtual Environment, Video Game Development, Animation and Game Design, Visual Storytelling, Model Optimization
Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Supply Chain Planning, Demand Planning, Customer Demand Planning, Inventory Control, Inventory Management, Supply Chain Management, Supply Chain, Capacity Planning, Inventory and Warehousing, Materials Management, Process Optimization, Resource Utilization, Forecasting, Operations Management, Material Requirements Planning, Resource Planning, Resource Allocation, Capacity Management, Microsoft Excel, Performance Measurement
★ 4.5 (610) · Intermediate · Specialization · 1 - 3 Months

Skillshare
Skills you'll gain: Keyword Research, Prompt Engineering, Copywriting, Search Engine Optimization, Storytelling, Web Content, ChatGPT, Target Audience, Blogs, Content Development and Management, Content Strategy, AI powered creativity, Web Analytics and SEO, Content Management, Content Creation, AI Personalization, Writing and Editing, Maintainability, Marketing, Content Optimization
★ 4.4 (34) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Performance Tuning, Data Structures, Java Programming, Java, Performance Testing, Application Performance Management, Database Management, Database Architecture and Administration, Memory Management, Maintainability, Object Oriented Design, Databases, AI Integrations, Software Testing, Microservices, Algorithms, Application Frameworks, Scalability, SQL, Javascript
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Digital Marketing, Search Engine Optimization, Digital Advertising, Online Advertising, Campaign Management, Keyword Research, Marketing, Paid media, Digital Marketing Tools, Marketing Strategy and Techniques, Digital Publishing, Target Audience, Pay Per Click Advertising, Google Ads, Search Engine Marketing, Digital Media Strategy, Social Media Campaigns, Email Marketing, Web Analytics and SEO, Digital Content
Intermediate · Course · 1 - 3 Months