• 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
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Optimization Course Catalog

    • U

      University of Science and Technology of China

      高效协作

      Skills you'll gain: Productivity, Workflow Management, Collaboration, Operational Efficiency, Teamwork, Knowledge Transfer, Process Optimization, Team Building, Learning Strategies, Information Management

      4
      Rating, 4 out of 5 stars
      ·
      10 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free
      Free
      D

      DeepLearning.AI

      Efficiently Serving LLMs

      Skills you'll gain: Large Language Modeling, OpenAI, Performance Tuning, Generative AI, PyTorch (Machine Learning Library)

      5
      Rating, 5 out of 5 stars
      ·
      6 reviews

      Intermediate · Project · Less Than 2 Hours

    • V

      Vanderbilt University

      Generative AI and Model Selection

      Skills you'll gain: Generative AI, Prompt Engineering, Applied Machine Learning, Large Language Modeling, Application Deployment, MLOps (Machine Learning Operations), Artificial Intelligence

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      B

      Board Infinity

      Smart Contracts - Blockchain Technology Applied

      Skills you'll gain: Blockchain, Secure Coding, Code Review, Application Security, Program Development, Application Deployment, Development Testing, Development Environment, Debugging

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      J

      Johns Hopkins University

      Large-Scale Database Systems

      Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Relational Databases, Database Management, Database Architecture and Administration, Databases, Cloud Computing, Query Languages, Big Data, Data Processing, Machine Learning, SQL, Data Access, Performance Tuning, Data Integrity, Authorization (Computing)

      Intermediate · Specialization · 1 - 3 Months

    • S

      Starweaver

      Business Process Outsourcing Strategies in Hospitality

      Skills you'll gain: Vendor Management, Hospitality, Hospitality Management, Vendor Relationship Management, Performance Measurement, Supplier Management, Business Relationship Management, Performance Metric, Business Process Management, Business Communication, Law, Regulation, and Compliance, Communication, Risk Mitigation, Contract Negotiation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      L

      L&T EduTech

      Mechanization in Construction

      Skills you'll gain: Safety Training, Construction, Maintenance, Repair, and Facility Services, Safety Assurance, Hydraulics, Construction Engineering, Equipment Design, Facility Management and Maintenance, General Construction and Construction Labor, Plant Operations and Management, Construction Management, Grading (Landscape), Construction Inspection, Civil Engineering, Machine Controls, Structural Engineering, Commercial Construction, Vibrations, Mechanical Engineering, Risk Control

      Advanced · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Cash Flow Managers: Optimizing Liquidity Planning

      Skills you'll gain: Cash Flow Forecasting, Cash Management, Accounts Payable, Financial Forecasting, Risk Management, Generative AI, Data Ethics, Risk Mitigation, Financial Data, Business Process Automation, Accounts Receivable, Workflow Management, Regulatory Compliance, Compliance Training, International Financial Reporting Standards, Artificial Intelligence, ChatGPT, Automation, Prompt Engineering, Dashboard

      Intermediate · Course · 1 - 4 Weeks

    • B

      Board Infinity

      Cloud FinOps Strategies

      Skills you'll gain: Cloud Management, Cost Management, Budget Management, Financial Management, Budgeting, Cost Reduction, Cloud Computing, Expense Management, Billing, Virtual Machines, Financial Analysis, Resource Utilization, Accountability

      Intermediate · Course · 1 - 4 Weeks

    • L

      L&T EduTech

      Cutting-edge Technology in Air Conditioning System

      Skills you'll gain: HVAC, Building Codes, Thermal Management, Energy and Utilities, Control Systems, Equipment Design, Mechanical Engineering, Environmental Monitoring, Mechanical Design, Engineering Calculations

      4.9
      Rating, 4.9 out of 5 stars
      ·
      9 reviews

      Intermediate · Course · 1 - 4 Weeks

    • B

      Board Infinity

      Fundamentals Of NgRx

      Skills you'll gain: Angular, Development Environment, Performance Tuning, Web Development Tools, Data Store, Data Management, Application Frameworks, TypeScript, Application Development, Debugging

      2.8
      Rating, 2.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      U

      University of Colorado Boulder

      Social Media as a Marketing Tool in Business Communication

      Skills you'll gain: Social Media, Social Media Strategy, Social Media Campaigns, Social Media Content, Social Media Marketing, Marketing Communications, Target Audience, Media Planning, Digital Media Strategy, Brand Strategy, Strategic Communication, Media Strategy, Marketing Planning, Paid media, Content Strategy, Customer Insights, Shared Media, Content Performance Analysis, Persuasive Communication, Earned Media

      Intermediate · Specialization · 1 - 3 Months

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…383940…56

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

    • 高效协作: University of Science and Technology of China
    • Efficiently Serving LLMs: DeepLearning.AI
    • Generative AI and Model Selection: Vanderbilt University
    • Smart Contracts - Blockchain Technology Applied: Board Infinity
    • Large-Scale Database Systems: Johns Hopkins University
    • Business Process Outsourcing Strategies in Hospitality: Starweaver
    • Mechanization in Construction: L&T EduTech
    • GenAI for Cash Flow Managers: Optimizing Liquidity Planning: Coursera Instructor Network
    • Cloud FinOps Strategies: Board Infinity
    • Cutting-edge Technology in Air Conditioning System: L&T EduTech

    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)

    Frequently Asked Questions about Optimization

    Optimization is the act of selecting the best possible option to solve a mathematical problem when choosing from a set of variables. The concept of optimization has existed in mathematics for centuries, but in more recent times, scientists have discovered that other scientific disciplines have common elements, so the idea of optimization has carried over into other areas of study from engineering to economics to physics to biology. Optimization seeks to discover the maximum or minimum of a function to best solve a problem. It involves variables, constraints, and the objective function, or the goal that drives the solution to the problem. For example, in physics, an optimization problem might seek to discover the minimum amount of energy needed to achieve a certain objective. The advent of sophisticated computers has allowed mathematicians to achieve optimization more accurately across a wide range of functions and problems.‎

    Optimization helps data scientists and computer systems process data more effectively, estimate how many resources it will take to solve a problem, and search for the best solution based on the data available. These features make optimization a key tool that can help those who collect and analyze data. The methods of optimization work hand in hand with statistics and linear algebra to help you understand and process large amounts of data. Solving complex problems that rely on data becomes much easier when you apply the methods and formulas of optimization to them, which makes it essential for machine learning. In fact, today's computer science relies heavily on the relationship between machine learning and optimization. The principles of optimization apply in a different way in business, because nearly every business decision centers on maximizing or minimizing various factors and outcomes.‎

    When you study optimization with online courses on Coursera, you can gain a broad base of knowledge as well as applications that allow you to put what you learn into practice. Beginning courses include those in which you learn the basics of optimization, whereas more advanced courses go deeper into topics like stochastic processes, machine learning through specific applications, or how to estimate financial models.‎

    Online Optimization courses offer a convenient and flexible way to enhance your knowledge or learn new Optimization skills. Choose from a wide range of Optimization courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Optimization, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

    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
    • Teaching Center

    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
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok