• 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

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Sales Proposals and Presentations

      Skills you'll gain: AI Personalization, Proposal Writing, Sales Presentations, Sales Strategy, Generative AI Agents, Presentations, Storytelling, Data Storytelling, Sales Process, Prompt Engineering, Personalized Service, Market Research, Data-Driven Decision-Making, Microsoft PowerPoint, Content Creation, Data Visualization

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      E

      EDUCBA

      ITIL V4 Details of Four Dimensions of Service Management

      Skills you'll gain: Service Management, Information Technology Infrastructure Library, IT Service Management, Service Design, Organizational Structure, Strategic Partnership, Information Management, Supplier Relationship Management, Supplier Management, Vendor Relationship Management, Process Optimization, People Development, Workforce Development, Organizational Strategy

      5
      Rating, 5 out of 5 stars
      ·
      17 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Architecture and Virtualization

      Skills you'll gain: Network Architecture, Computer Networking, Network Infrastructure, Virtualization, Software-Defined Networking, Virtual Private Networks (VPN), Network Protocols, Cloud Infrastructure, Wireless Networks, Virtual Machines, Wide Area Networks, Cloud Computing, Network Routing, Network Performance Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Pennsylvania

      运营管理概论(中文版)

      Skills you'll gain: Operations Management, Process Analysis, Business Operations, Operational Efficiency, Business Process, Production Process, Operational Analysis, Process Optimization, Process Improvement, Quality Management, Performance Measurement, Inventory Management System, Business Metrics, Quality Control, Key Performance Indicators (KPIs), Capacity Management, Resource Utilization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      46 reviews

      Mixed · Course · 1 - 4 Weeks

    • E

      EDUCBA

      NodeJS Unleashed: Mastering Backend Development

      Skills you'll gain: Node.JS, Scalability, Authentications, JSON, Authorization (Computing), Web Applications, Web Development, Secure Coding, JavaScript Frameworks, Back-End Web Development, Performance Tuning, Javascript, Restful API, Development Environment, Event-Driven Programming, Operating Systems, Microsoft Visual Studio, Debugging

      4.4
      Rating, 4.4 out of 5 stars
      ·
      36 reviews

      Intermediate · Course · 1 - 4 Weeks

    • E

      EDUCBA

      Building Scalable Applications with .NET Core

      Skills you'll gain: Load Balancing, Scalability, Microservices, .NET Framework, Redis, Application Performance Management, Cloud Computing Architecture, Cloud Applications, Databases, System Monitoring, Software Architecture, Distributed Computing, C# (Programming Language), Microsoft Azure, Performance Tuning

      5
      Rating, 5 out of 5 stars
      ·
      51 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      S

      Simplilearn

      Ecommerce Listing Course

      Skills you'll gain: Search Engine Optimization, E-Commerce, Logistics Management, Merchandising, Product Marketing, Promotional Strategies, Product Knowledge, Customer Service, Customer Relationship Management, Online Advertising, Price Negotiation, Web Analytics and SEO, Social Media Marketing, Content Creation

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Social Media Marketing Specialists

      Skills you'll gain: Generative AI, Campaign Management, Social Media Marketing, Social Media, Social Media Content, Content Creation, Innovation, Marketing Automation, Social Media Campaigns, Prompt Engineering, Instagram, Customer Engagement, Marketing Strategies, Data-Driven Decision-Making

      4.6
      Rating, 4.6 out of 5 stars
      ·
      16 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      The Oracle Database Performance Tuning Course

      Skills you'll gain: Oracle Databases, Performance Tuning, System Monitoring, Application Performance Management, Real Time Data, Operational Databases, SQL, Database Management, Database Architecture and Administration, Continuous Monitoring, Linux, Data Store

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      C

      Coursera Instructor Network

      Building Production-Ready Apps with Large Language Models

      Skills you'll gain: Prompt Engineering, Application Deployment, Application Development, Large Language Modeling, Data Ethics, Artificial Intelligence, Generative AI, Human Machine Interfaces, Scalability, Application Security, Information Privacy

      3.9
      Rating, 3.9 out of 5 stars
      ·
      19 reviews

      Intermediate · Course · 1 - 4 Weeks

    • M

      Microsoft

      Copilot Best Practices, Ethics and Regulatory Implications

      Skills you'll gain: Microsoft Copilot, Regulation and Legal Compliance, Data Ethics, Data Governance, Compliance Training, Compliance Management, Information Privacy, Prompt Engineering, Ethical Standards And Conduct, Artificial Intelligence, Intellectual Property, Business Ethics, Generative AI Agents, Process Optimization, Accountability, Diversity and Inclusion

      4.6
      Rating, 4.6 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 4 Weeks

    • T

      Tecnológico de Monterrey

      Conformando tu estrategia digital

      Skills you'll gain: Search Engine Marketing, Search Engine Optimization, Web Analytics and SEO, Digital Marketing, Social Media Strategy, Content Strategy, Email Marketing, Web Design and Development, Customer Engagement, Digital Communications, Event Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      41 reviews

      Beginner · Course · 1 - 4 Weeks

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…313233…57

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

    • GenAI for Sales Proposals and Presentations: Coursera Instructor Network
    • ITIL V4 Details of Four Dimensions of Service Management: EDUCBA
    • Architecture and Virtualization: Packt
    • 运营管理概论(中文版): University of Pennsylvania
    • NodeJS Unleashed: Mastering Backend Development: EDUCBA
    • Building Scalable Applications with .NET Core: EDUCBA
    • Ecommerce Listing Course: Simplilearn
    • GenAI for Social Media Marketing Specialists: Coursera Instructor Network
    • The Oracle Database Performance Tuning Course: Packt
    • Building Production-Ready Apps with Large Language Models: Coursera Instructor Network

    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