• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  1. Categories
  2. Optimization

Optimization Courses

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.

Popular Optimization Courses and Certifications


  • C

    Coursera

    Search Engine Optimization and Content Strategy

    Skills you'll gain: Keyword Research, Data-Driven Marketing, Search Engine Optimization, Generative Engine Optimization (GEO), Web Analytics and SEO, Search Engine Marketing, Digital Marketing Campaigns, Content Optimization, Research, Content Creation, Conversion Funnel Analysis, Content Strategy, Content Marketing, Marketing Analytics, Digital Content, Web Analytics, AI Enablement, Generative AI, Content Management, Analytics

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI for Design and Optimization

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), AI powered creativity, Generative AI, AI literacy, Artificial Intelligence, Machine Learning

    4.4 stars, 85 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (85) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    Kairos Decisions

    Course 6: Deployment, Optimization, & AI Ops

    Skills you'll gain: Token Optimization, MLOps (Machine Learning Operations), Agentic systems, AI Integrations, Generative AI Agents, System Monitoring, Containerization, Continuous Delivery, Context Engineering, Application Deployment, Scalability, Application Performance Management, CI/CD, Performance Tuning, Model Optimization, Application Lifecycle Management, Service Level, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Advanced Prompt Caching and Response Optimization

    Skills you'll gain: Amazon Bedrock, LLM Application, Application Development

    Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • M

    Microsoft

    Advanced Analytics & AI Optimization with Microsoft Fabric

    Skills you'll gain: Power BI, Microsoft Copilot, Data Architecture, Process Optimization, Process Improvement and Optimization, Real Time Data, Data Modeling, AI Integrations, Performance Tuning

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Performance Marketing and MultiChannel Campaign Optimization

    Skills you'll gain: Performance marketing, Campaign Management, Pay Per Click Advertising, Google Ads, Paid media, Online Advertising, Advertising Campaigns, Digital Advertising, Digital Marketing Campaigns, Marketing Budgets, Keyword Research, Marketing Effectiveness, Search Engine Marketing, Marketing Analytics, Performance Analysis, Performance Measurement, Return On Investment, Budget Management, Cost Benefit Analysis, Survey Creation

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Indexing, Performance Optimization & Functions in SQL Server

    Skills you'll gain: Microsoft SQL Servers, Stored Procedure, Performance Tuning, SQL, GitHub Copilot, System Monitoring, Maintainability, Code Reusability

    4.4 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Performance Optimization and Scalability

    Skills you'll gain: Microsoft Copilot, Scalability, Software Architecture, Performance Tuning, Maintainability

    4.6 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    AI Marketing and Campaign Optimization

    Skills you'll gain: Content Performance Analysis, Marketing Analytics, Data-Driven Marketing, Content Scheduling, Marketing Automation, Web Analytics, Marketing Effectiveness, Email Automation, Customer Analysis, Campaign Management, Customer Retention, Content Optimization, Promotions and Campaigns, Revenue Forecasting, Search Engine Optimization, Content Development and Management, Financial Forecasting, Strategic Partnership, Budget Management, Copywriting

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Systematic ML Optimization

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Training, Model Optimization, Configuration Management, Image Analysis, Debugging, Data Presentation, Benchmarking, Experimentation, Computer Vision, Algorithms, Data Visualization, Deep Learning, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Root Cause Analysis, Cost Management, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Effective Inventory Management and Optimization

    Skills you'll gain: Inventory Control, Inventory Management, Customer Demand Planning, Demand Planning, Order Fulfillment, Forecasting, Cost Control, Performance Measurement, Key Performance Indicators (KPIs)

    4.6 stars, 52 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (52) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Cost Accounting and Profit Optimization

    Skills you'll gain: Variance Analysis, Production Planning, Management Accounting, Inventory Control, Inventory Management, Financial Statement Analysis, Cost Accounting, Cost Control, Profit and Loss (P&L) Management, Income Statement, Production Process, Production Management, Financial Statements, Operating Cost, Cost Benefit Analysis, Cost Management, Financial Analysis, Risk Analysis, Corporate Finance, Finance

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…456…201

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Free Courses
  • Blog
  • The Coursera Podcast
  • Tech Blog
  • Social Impact

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok