• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Coursera Plus
  • 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

      Databricks Mosaic AI

      Skills you'll gain: Databricks, Scalability, Workflow Management, Organizational Leadership, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Process Optimization, Data Pipelines, Applied Machine Learning, Real Time Data

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Onboarding: Automating Employee Journeys

      Skills you'll gain: AI Personalization, Automation, Employee Surveys, Employee Onboarding, Human Resource Strategy, Human Resources, Generative AI Agents, Ethical Standards And Conduct, Document Management, ChatGPT, Employee Engagement

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      A

      Amazon Web Services

      Amazon Connect Routing Fundamentals

      Skills you'll gain: Inbound Calls, Customer experience improvement, Network Routing, Customer experience strategy (CX), Outbound Calls, Call Center Experience, Security Controls, Customer Inquiries, Process Optimization, Operational Efficiency, Service Level

      Beginner · Course · 1 - 4 Weeks

    • L

      LearnQuest

      Managing and Optimizing SD-Branch Networks

      Skills you'll gain: Network Performance Management, Software-Defined Networking, Network Administration, Network Routing, Wide Area Networks, Network Monitoring, Disaster Recovery, Performance Tuning, General Networking, Network Architecture, Virtual Local Area Network (VLAN), Network Planning And Design, Network Troubleshooting, Network Security, Cyber Security Assessment, Vulnerability Scanning, Continuous Monitoring, Patch Management, Application Performance Management, Network Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      L

      L&T EduTech

      Production of concrete

      Skills you'll gain: Production Process, Manufacturing and Production, Manufacturing Operations, Construction Engineering, Plant Operations and Management, Construction, Manufacturing Processes, Laboratory Testing, Process Validation, Product Testing, Civil Engineering, Manufacturing Standards, Technical Standard, Engineering Calculations

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Advanced Oracle Monitoring and Tuning Techniques

      Skills you'll gain: Oracle Databases, Performance Tuning, System Monitoring, Application Performance Management, Real Time Data, SQL, Database Management, Continuous Monitoring

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      L

      LearnKartS

      AWS Tools and Services for AI

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, AWS SageMaker, OpenAI, ChatGPT, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Artificial Intelligence, Natural Language Processing, Image Analysis

      Intermediate · Course · 1 - 4 Weeks

    • U

      UBITS

      Anywhere operations: automatiza tus procesos

      Skills you'll gain: Virtual Teams, Operational Efficiency, Process Improvement and Optimization, Telecommuting, Process Analysis, Process Optimization, Operational Analysis, Workflow Management, Business Process Automation, Team Management, Employee Engagement, Business Operations, Operations Management, Automation, Empowerment, Change Management, Continuous Improvement Process, Data Security

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      L

      L&T EduTech

      Construction Machinery for Concreting /Roads & Earth Moving

      Skills you'll gain: Construction, Hydraulics, Construction Engineering, General Construction and Construction Labor, Equipment Design, Maintenance, Repair, and Facility Services, Grading (Landscape), Civil Engineering, Construction Inspection, Construction Management, Machine Controls, Commercial Construction, Plant Operations and Management, Vibrations, Safety Assurance, Facility Repair And Maintenance, Automation Engineering, Property Maintenance, Production Process

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      E

      Edureka

      Project Leadership, Risk, and Strategic Management

      Skills you'll gain: Quality Assurance and Control, Project Management, Procurement, Stakeholder Engagement, Project Risk Management, Quality Management, Strategic Decision-Making, Project Planning, Team Management, Resource Management, Risk Management, Leadership, Communication

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      U

      University of Minnesota

      Prescriptive Analytics Project Ideation

      Skills you'll gain: Simulations, Operations Research, Simulation and Simulation Software, Sprint Planning, Advanced Analytics, Process Mapping, Operational Analysis, Process Optimization, Business Planning, Project Scoping, Project Planning, Production Planning, Capacity Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Portfolio Management, Investment Management, Complex Problem Solving

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      A

      Arm

      Teaching AI on the Edge

      Skills you'll gain: Open Source Technology, Data Ethics, Artificial Intelligence, Education Software and Technology, Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Program Development, MLOps (Machine Learning Operations), Ethical Standards And Conduct, Application Deployment, Law, Regulation, and Compliance, Information Privacy, Performance Tuning, Data Security

      Beginner · Course · 1 - 3 Months

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…515253…56

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

    • Databricks Mosaic AI: Coursera Instructor Network
    • GenAI for Onboarding: Automating Employee Journeys: Coursera Instructor Network
    • Amazon Connect Routing Fundamentals: Amazon Web Services
    • Managing and Optimizing SD-Branch Networks: LearnQuest
    • Production of concrete: L&T EduTech
    • Advanced Oracle Monitoring and Tuning Techniques: Packt
    • AWS Tools and Services for AI: LearnKartS
    • Anywhere operations: automatiza tus procesos: UBITS
    • Construction Machinery for Concreting /Roads & Earth Moving: L&T EduTech
    • Project Leadership, Risk, and Strategic Management: Edureka

    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