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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

    • G

      Google Cloud

      Performance and Cost Optimization with BigQuery

      Skills you'll gain: Performance Tuning, Database Management, Dashboard, Data Management, Data Storage

      Beginner · Project · Less Than 2 Hours

    • M

      Microsoft

      Indexing, Performance Optimization & Functions in SQL Server

      Skills you'll gain:

      Beginner · Course

    • U

      University of Colorado Boulder

      Everyday Excel, Part 2

      Skills you'll gain: Regression Analysis, Depreciation, Microsoft Excel, Statistical Modeling, Excel Formulas, Financial Analysis, Cash Flows, Predictive Modeling, Data Management, Financial Modeling, Business Mathematics, Financial Forecasting, Process Optimization, Data Analysis, Complex Problem Solving

      4.7
      Rating, 4.7 out of 5 stars
      ·
      560 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of London

      Operations Systems Excellence

      Skills you'll gain: Operations Management, Process Design, Operational Excellence, Business Operations, Manufacturing Operations, Operational Efficiency, Supply Chain Systems, Organizational Strategy, Production Management, Process Analysis, Business Strategy, Customer Analysis, Market Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      61 reviews

      Mixed · Course · 1 - 4 Weeks

    • U

      University of Minnesota

      Analytics for Decision Making

      Skills you'll gain: Time Series Analysis and Forecasting, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain, Probability, Predictive Modeling, Business Modeling, Business Analytics, Analytics, Regression Analysis, Microsoft Excel, Forecasting, Data Modeling, Process Optimization, Data-Driven Decision-Making, Statistics, Business Mathematics, Manufacturing Operations

      4.7
      Rating, 4.7 out of 5 stars
      ·
      260 reviews

      Beginner · Specialization · 3 - 6 Months

    • U

      University of Colorado Boulder

      Introduction to High-Performance and Parallel Computing

      Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Computer Systems, Big Data, Operating Systems, Performance Tuning, File Systems, Linux, Command-Line Interface, Programming Principles, OS Process Management

      Build toward a degree

      3.6
      Rating, 3.6 out of 5 stars
      ·
      137 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Instructor Network

      Innovate with ANSYS Simulation Tools

      Skills you'll gain: Engineering Design Process, Engineering Analysis, Mechanical Design, Product Family Engineering, Simulation and Simulation Software, Structural Analysis, Mechanical Engineering, Numerical Analysis, Finite Element Methods

      4.8
      Rating, 4.8 out of 5 stars
      ·
      13 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Codio

      C++: Data Structures and Algorithms

      Skills you'll gain: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), Programming Principles, Object Oriented Programming (OOP), Theoretical Computer Science, Computer Programming

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Intermediate · Specialization · 1 - 3 Months

    • U

      University of Colorado Boulder

      Business Analytics for Decision Making

      Skills you'll gain: Business Analytics, Risk Analysis, Business Analysis, Decision Making, Analytics, Business Intelligence, Predictive Analytics, Simulation and Simulation Software, Business Modeling, Data Analysis, Process Optimization, Market Analysis, Unsupervised Learning, Microsoft Excel, Probability Distribution

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.9K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Project Network

      Optimizing Your Website's Keywords & Pages using Ubersuggest

      Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Content Performance Analysis, Web Content

      4.4
      Rating, 4.4 out of 5 stars
      ·
      85 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • M

      Microsoft

      Microsoft Generative AI for Data Analysis

      Skills you'll gain: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Generative AI, Data Ethics, Data Visualization, Infographics, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Business Reporting, Risk Analysis, Text Mining, Risk Management, Data Quality, Data Pipelines

      4.3
      Rating, 4.3 out of 5 stars
      ·
      63 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • G

      Google Cloud

      Exploring Cost-optimization for GKE Virtual Machines

      Skills you'll gain: Scalability, Virtual Machines, Kubernetes, Google Cloud Platform, Cloud-Native Computing, Cloud Management, Load Balancing, Capacity Management

      Intermediate · 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…131415…58

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

    • Performance and Cost Optimization with BigQuery: Google Cloud
    • Indexing, Performance Optimization & Functions in SQL Server: Microsoft
    • Everyday Excel, Part 2: University of Colorado Boulder
    • Operations Systems Excellence: University of London
    • Analytics for Decision Making: University of Minnesota
    • Introduction to High-Performance and Parallel Computing: University of Colorado Boulder
    • Innovate with ANSYS Simulation Tools: Coursera Instructor Network
    • C++: Data Structures and Algorithms: Codio
    • Business Analytics for Decision Making: University of Colorado Boulder
    • Optimizing Your Website's Keywords & Pages using Ubersuggest: 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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