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    • Optimization

    Optimization Courses Online

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

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    Explore the Optimization Course Catalog

    • Status: Free
      Free
      U

      University of Colorado Boulder

      Magnetics for Power Electronic Converters

      Skills you'll gain: Power Electronics, Electrical Engineering, Electronic Components, Mathematical Modeling, Technical Design, Thermal Management, Engineering Analysis, Engineering Design Process, Engineering Calculations, Applied Mathematics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      151 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of California, Irvine

      Introduction to Digital Marketing

      Skills you'll gain: Search Engine Marketing, Keyword Research, Digital Marketing, Online Advertising, Search Engine Optimization, Content Marketing, Social Media Strategy, Social Media, Web Analytics and SEO, Storytelling, Marketing Strategies, Pay Per Click Advertising, Marketing Communications, Customer Relationship Management, Brand Management, Customer Engagement

      4.7
      Rating, 4.7 out of 5 stars
      ·
      208 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      U

      University of Colorado Boulder

      Sensors for a Carbon Free World

      Skills you'll gain:

      4.4
      Rating, 4.4 out of 5 stars
      ·
      61 reviews

      Beginner · Specialization · 1 - 3 Months

    • S

      Starweaver

      Supply Chain Management for E-commerce

      Skills you'll gain: E-Commerce, Supply Chain Management, Supply Chain, Supply Chain Systems, Business Technologies, Logistics Management, Corporate Sustainability, Supply Chain Planning, Technology Strategies, Inventory Management System, Order Fulfillment, Supplier Management, Operational Efficiency

      4.6
      Rating, 4.6 out of 5 stars
      ·
      31 reviews

      Beginner · Course · 1 - 4 Weeks

    • E

      EIT Digital

      Approximation Algorithms

      Skills you'll gain: Algorithms, Graph Theory, Computational Thinking, Applied Mathematics, Theoretical Computer Science, Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      33 reviews

      Intermediate · Course · 1 - 4 Weeks

    • A

      Amazon Web Services

      Capstone: Following the AWS Well Architected Framework

      Skills you'll gain: Cloud Computing Architecture, Amazon Web Services, Cloud Security, Operational Excellence, Solution Architecture, Cloud-Native Computing, Corporate Sustainability, Performance Tuning, Operational Efficiency, Environmental Social And Corporate Governance (ESG), Cost Reduction, System Requirements, Cost Management, Disaster Recovery, Interviewing Skills

      4.5
      Rating, 4.5 out of 5 stars
      ·
      38 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Instructor Network

      AI-Enhanced Copywriting: SurferSEO, Upword and Anyword

      Skills you'll gain: Copywriting, Search Engine Optimization, Web Analytics and SEO, Target Audience, Content Creation, Web Content, Productivity Software, Brand Awareness, Marketing Automation, Generative AI

      4
      Rating, 4 out of 5 stars
      ·
      45 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      G

      Google

      Maximize Productivity With AI Tools

      Skills you'll gain: Business Workflow Analysis, Workflow Management, Generative AI, Process Optimization, Productivity Software, Prompt Engineering, Business Process Automation, Artificial Intelligence, Operational Efficiency, Automation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      B

      Board Infinity

      Holistic Mobile App Design & Development

      Skills you'll gain: React Native, Docker (Software), Mobile Development, Cross Platform Development, Azure DevOps, Jest (JavaScript Testing Framework), Containerization, Microservices, User Interface (UI), UI Components, ASP.NET, DevOps, User Interface and User Experience (UI/UX) Design, .NET Framework, Unit Testing, Development Environment, Development Testing, Performance Tuning, Software Testing, Data Security

      4.3
      Rating, 4.3 out of 5 stars
      ·
      44 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      5 Ways to Build a Better LinkedIn Profile

      Skills you'll gain: LinkedIn, Photo Editing, Professional Networking, Social Media, Professional Development, Branding, Search Engine Optimization

      4.4
      Rating, 4.4 out of 5 stars
      ·
      272 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      G

      Google

      Google AI Essentials

      Skills you'll gain: Prompt Engineering, Generative AI, Business Workflow Analysis, Workflow Management, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Artificial Intelligence, Process Optimization, ChatGPT, Productivity Software, Workforce Development, Strategic Thinking, Security Awareness, Diversity Awareness, Risk Management Framework, Business Process Automation, Digital Transformation, Innovation, Machine Learning Software

      4.8
      Rating, 4.8 out of 5 stars
      ·
      16 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Analyze Website Visitors with Google Analytics Segments

      Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Customer Insights, Analysis, Target Audience

      4.5
      Rating, 4.5 out of 5 stars
      ·
      122 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…192021…57

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

    • Magnetics for Power Electronic Converters: University of Colorado Boulder
    • Introduction to Digital Marketing: University of California, Irvine
    • Sensors for a Carbon Free World: University of Colorado Boulder
    • Supply Chain Management for E-commerce: Starweaver
    • Approximation Algorithms: EIT Digital
    • Capstone: Following the AWS Well Architected Framework: Amazon Web Services
    • AI-Enhanced Copywriting: SurferSEO, Upword and Anyword: Coursera Instructor Network
    • Maximize Productivity With AI Tools: Google
    • Holistic Mobile App Design & Development: Board Infinity
    • 5 Ways to Build a Better LinkedIn Profile: Coursera Project 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.

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