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.

University of California, Santa Cruz
Skills you'll gain: Model Training, Project Management Institute (PMI) Methodology, Responsible AI, Model Evaluation, MLOps (Machine Learning Operations), Project Management Life Cycle, Cross-Functional Team Leadership, Model Deployment, Team Management, AI Workflows, Compliance Management, Model Optimization, Data Ethics, Culture Transformation, Continuous Monitoring, Business Metrics
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Project Management Software, Return On Investment, Business Process Automation, Business Metrics, Slack (Software), Workflow Management, Automation, AI Integrations, Performance Metric, AI Workflows, Process Improvement and Optimization, Business Reporting, Concision
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Preprocessing, MLOps (Machine Learning Operations), Workflow Management, AI Workflows, Data Governance, Data Management, Model Deployment, Model Training, Enterprise Modeling, Data Store, Google Cloud Platform, Model Optimization, Data Processing, AI Orchestration, Model Evaluation, Applied Machine Learning, Tensorflow, Data Pipelines
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Model Optimization, Model Training, Interoperability, Performance Tuning, Application Specific Integrated Circuits
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Enablement, AI Integrations, Experience Design, User Interface (UI), System Support, Token Optimization, Web Development Tools, Data Management, File Management, Data Security
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Management, Solution Architecture, Cloud Computing Architecture, Cloud Computing, Cloud Solutions, Cloud Security, Cloud Services, Cloud Platforms, Google Cloud Platform, Cloud Deployment, Solution Design, Process Optimization, System Implementation, Process Improvement and Optimization, Business Workflow Analysis, Process Analysis, Security Controls, Goal Setting
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Prompt Engineering, Gemini, Prompt Patterns, Google Gemini, Prompt Engineering Tools, Multimodal Prompts, Generative AI, AI Workflows, Product Lifecycle Management, LLM Application, Model Optimization, Fine-tuning, Google Cloud Platform, Model Deployment
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Infrastructure, Cloud Solutions, Solution Architecture, Cloud Computing, Network Planning And Design, Cloud Services, Network Infrastructure, Google Cloud Platform, Process Analysis, Process Optimization, Cloud Deployment, Process Improvement and Optimization, Site Reliability Engineering, Project Implementation, Solution Design, Analysis, Case Studies
Advanced · Course · 1 - 3 Months

Skills you'll gain: 3D Modeling, 3D Assets, Animation and Game Design, Autodesk, Computer Graphics, Mathematical Modeling, Model Optimization, Workflow Management, Geometry, Technical Design, Product Design, Design, Design and Product, Research and Design
Mixed · Course · 1 - 4 Weeks

Chris Croft Training
Skills you'll gain: Cost Reduction, Cost Control, Operational Efficiency, Operating Cost, Customer Analysis, Cost Accounting, Cost Benefit Analysis, Expense Management, Cost Estimation, Gross Profit, Operating Expense, Profit and Loss (P&L) Management, Cost Management, Process Optimization, Marketing Budgets, Management Accounting, Lean Methodologies, Capacity Management, Organizational Effectiveness, Leadership
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Force.com, Performance Testing, Salesforce Development, Salesforce, Test Planning, Performance Stress Testing, Performance Tuning, Salesforce Object Query Language (SOQL), Performance Analysis, Performance Measurement, System Testing, Application Performance Management, Interactive Design, Frontend Performance, Process Optimization, UI Components, Performance Improvement, Build Tools, Query Languages, DevOps
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Vector Databases, Semantic Web, Model Optimization, Embeddings, Application Programming Interface (API)
Intermediate · Course · 1 - 4 Weeks