• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Optimization

    Optimization Courses Online

    Master optimization techniques for improving system performance. Learn about linear programming, nonlinear optimization, and heuristic methods.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Optimization Course Catalog

    • Status: New
      New
      C

      Coursera Instructor Network

      Azure CloudOps: Automating Infrastructure & Cost Control

      Skills you'll gain: Cloud Management, Azure DevOps, Infrastructure as Code (IaC), Cloud Computing, CI/CD, Microsoft Azure, Continuous Deployment, DevOps, Cloud Infrastructure, Continuous Integration, Virtual Machines, Automation, User Provisioning, Role-Based Access Control (RBAC), Process Optimization, System Monitoring, Compliance Training, Git (Version Control System)

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      C

      Coursera

      Content Creation for TikTok, YouTube, Instagram, Facebook

      Skills you'll gain: TikTok, Video Production, Content Performance Analysis, Content Creation, Web Analytics and SEO, Search Engine Optimization, Video Editing, Photography, Branding, Social Media Strategy, Content Strategy, Photo Editing, Social Media Campaigns, Storytelling, Drive Engagement, Brand Awareness, Photo/Video Production and Technology, Workflow Management, Marketing Channel, Live Streaming

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI for Business Analysts

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, OpenAI, Artificial Intelligence, Business Process Automation, Stakeholder Communications, Business Requirements, Requirements Elicitation, Large Language Modeling, Program Development, Workflow Management, Business Strategy, Process Optimization, Content Creation, IBM Cloud, Image Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7.4K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Portfolio Optimization using Markowitz Model

      Skills you'll gain: Portfolio Management, Finance, Financial Modeling, Correlation Analysis, Financial Analysis, Investments, Risk Modeling

      4.4
      Rating, 4.4 out of 5 stars
      ·
      318 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      C

      Coursera

      YouTube Analytics: Optimize Performance

      Skills you'll gain: Benchmarking, Search Engine Optimization, Content Performance Analysis, Marketing Analytics, Key Performance Indicators (KPIs), Performance Analysis, Web Analytics and SEO, Performance Measurement, Content Strategy, Trend Analysis, Customer Insights

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      SkillUp EdTech

      Generative AI: Revolutionizing Business Analysis Techniques

      Skills you'll gain: Prompt Engineering, Business Analysis, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, Requirements Elicitation, Workflow Management, Process Optimization

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      O

      O.P. Jindal Global University

      Prescriptive Analytics

      Skills you'll gain: Mathematical Modeling, Network Model, Business Modeling, Operations Research, Microsoft Excel, Process Optimization, Business Analytics, Predictive Modeling, Data-Driven Decision-Making, Analytical Skills, Machine Learning, Bayesian Statistics

      Build toward a degree

      Beginner · Course · 3 - 6 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), Generative AI, Artificial Intelligence, Computer-Aided Design, Design Thinking, Technical Design, Machine Learning Methods, Machine Learning, Artificial Neural Networks, Data-Driven Decision-Making, Deep Learning, Applied Machine Learning, Machine Learning Algorithms, Algorithms

      3.9
      Rating, 3.9 out of 5 stars
      ·
      29 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      S

      SkillsBooster Academy

      Perplexity AI: A Comprehensive Guide to Generative AI

      Skills you'll gain: Prompt Engineering, AI Personalization, Content Creation, Campaign Management, Keyword Research, Marketing, Generative AI Agents, Email Marketing, Digital Marketing, Search Engine Optimization, Artificial Intelligence and Machine Learning (AI/ML), Business Marketing, Content Marketing, ChatGPT, Social Media Marketing, Business Process Automation, Automation, Market Trend, Business, Business Management

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Starweaver

      Strategic Leadership in Hospitality

      Skills you'll gain: Revenue Management, Customer experience strategy (CX), Service Design, Design Thinking, Change Management, Capital Expenditure, Financial Statement Analysis, Cost Control, Social Media Marketing, Hospitality Management, Social Media, Innovation, Financial Forecasting, Finance, Operations Management, Prototyping, Strategic Planning, Capital Budgeting, Search Engine Optimization, Key Performance Indicators (KPIs)

      4.4
      Rating, 4.4 out of 5 stars
      ·
      93 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Design of Experiments

      Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Statistical Methods, Data Analysis Software, Statistical Modeling, Design Strategies, Probability & Statistics, Data Analysis, Mathematical Modeling, Data Transformation, Descriptive Statistics, Probability Distribution, Statistical Hypothesis Testing, Variance Analysis, Quality Control

      4.7
      Rating, 4.7 out of 5 stars
      ·
      364 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      Stanford University

      Algorithms

      Skills you'll gain: Data Structures, Graph Theory, Algorithms, Bioinformatics, Theoretical Computer Science, Network Model, Network Analysis, Computational Thinking, Mathematical Theory & Analysis, Analysis, Network Routing, Probability, Operations Research, Design Strategies

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6K reviews

      Intermediate · Specialization · 3 - 6 Months

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1234…62

    In summary, here are 10 of our most popular optimization courses

    • Azure CloudOps: Automating Infrastructure & Cost Control: Coursera Instructor Network
    • Content Creation for TikTok, YouTube, Instagram, Facebook: Coursera
    • Generative AI for Business Analysts: IBM
    • Portfolio Optimization using Markowitz Model: Coursera Project Network
    • YouTube Analytics: Optimize Performance: Coursera
    • Generative AI: Revolutionizing Business Analysis Techniques: SkillUp EdTech
    • Prescriptive Analytics: O.P. Jindal Global University
    • AI for Design and Optimization: University of Michigan
    • Perplexity AI: A Comprehensive Guide to Generative AI: SkillsBooster Academy
    • Strategic Leadership in Hospitality: Starweaver

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok