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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

    • 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
      ·
      42 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Introducción a la Gestión de Operaciones

      Skills you'll gain: Operations Management, Process Improvement, Business Process Improvement, Operational Efficiency, Process Analysis, Business Process, Performance Improvement, Operational Performance Management, Process Optimization, Quality Management, Quality Control, Productivity Software, Capacity Management, Inventory Management System

      4.3
      Rating, 4.3 out of 5 stars
      ·
      88 reviews

      Mixed · Course · 1 - 4 Weeks

    • I

      IBM

      Machine Learning Rapid Prototyping with IBM Watson Studio

      Skills you'll gain: Feature Engineering, Data Transformation, Data Processing, Data Cleansing, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Exploratory Data Analysis, Automation, Machine Learning Methods, Machine Learning, Scikit Learn (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning

      4.2
      Rating, 4.2 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Google Ads for Beginners: Master Essentials & Fundamentals

      Skills you'll gain: Google Ads, Keyword Research, Advertising Campaigns, Pay Per Click Advertising, Online Advertising, Digital Advertising, Search Engine Marketing, Marketing

      4.1
      Rating, 4.1 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Build a Lean Workflow with Kanban Frameworks in Miro

      Skills you'll gain: Kanban Principles, Agile Methodology, Lean Methodologies, Workflow Management, Business Process, Process Mapping, Process Optimization, Data Visualization, Collaborative Software

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      MD-102: Endpoint Administrator

      Skills you'll gain: Microsoft Intune (Mobile Device Management Software), Endpoint Security, Microsoft Windows, Authentications, Application Deployment, Cyber Security Policies, Azure Active Directory, Group Policy, Enterprise Application Management, Identity and Access Management, Windows Servers, Enterprise Security, Mobile Security, System Configuration, Security Management, Microsoft Azure, User Provisioning, Android (Operating System), Patch Management, Desktop Support

      4.8
      Rating, 4.8 out of 5 stars
      ·
      12 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Create a website with MailChimp

      Skills you'll gain: Search Engine Optimization, Content Management, Web Content, Information Architecture, Web Design and Development, Goal Setting, Project Implementation, Project Closure

      4.6
      Rating, 4.6 out of 5 stars
      ·
      69 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      T

      Tecnológico de Monterrey

      ¿Qué hacer con tu estrategia digital en tiempos de cambio?

      Skills you'll gain: Customer Engagement, Target Market, Digital Advertising, Customer Retention, Customer Relationship Building, Search Engine Optimization, Digital Media Strategy, Lead Generation, Digital Marketing, Marketing Strategies, Customer Acquisition Management, Customer experience improvement, Cash Flows, Marketing Communications, Web Analytics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      112 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      A

      Amazon Web Services

      Data Engineering on AWS - Foundations

      Skills you'll gain: Infrastructure as Code (IaC), Cloud Engineering, Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Data Architecture, AWS Identity and Access Management (IAM), AWS CloudFormation, Infrastructure Architecture, Security Controls, Cloud Applications, Amazon CloudWatch, Terraform

      4.6
      Rating, 4.6 out of 5 stars
      ·
      103 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      EDUCBA

      Azure Network Engineer: AZ-700 Exam Prep & Certification

      Skills you'll gain: Network Planning And Design, Microsoft Azure, Network Troubleshooting, Network Security, Network Architecture, Network Monitoring, Load Balancing, Network Performance Management, Network Infrastructure, Scalability, Cloud Infrastructure, Computer Networking, Firewall, Network Administration, Virtual Private Networks (VPN), Software-Defined Networking, Performance Tuning, Wide Area Networks, Role-Based Access Control (RBAC), Hardening

      4.8
      Rating, 4.8 out of 5 stars
      ·
      96 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      PMI Agile Certified Practitioner (PMI-ACP)

      Skills you'll gain: Agile Project Management, Sprint Retrospectives, Scaled Agile Framework, Agile Methodology, Team Management, Risk Management, Stakeholder Management, Team Performance Management, Team Leadership, User Story, Initiative and Leadership, Employee Coaching, Team Building, Leadership, Kanban Principles, Conflict Management, Earned Value Management, Sprint Planning, Continuous Improvement Process, Project Management Institute (PMI) Methodology

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Playwright Python and Pytest for Web Automation Testing

      Skills you'll gain: Test Automation, Authentications, Continuous Integration, Software Testing, Unit Testing, Event-Driven Programming, Scripting, Browser Compatibility, Behavior-Driven Development, Test Tools, Test Execution Engine, Test Case, GitHub, Cascading Style Sheets (CSS), User Interface (UI), Verification And Validation, Debugging

      4.5
      Rating, 4.5 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 3 - 6 Months

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…323334…60

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

    • Capstone: Following the AWS Well Architected Framework: Amazon Web Services
    • Introducción a la Gestión de Operaciones: University of Pennsylvania
    • Machine Learning Rapid Prototyping with IBM Watson Studio: IBM
    • Google Ads for Beginners: Master Essentials & Fundamentals: Coursera Project Network
    • Build a Lean Workflow with Kanban Frameworks in Miro: Coursera Project Network
    • MD-102: Endpoint Administrator: Packt
    • Create a website with MailChimp: Coursera Project Network
    • ¿Qué hacer con tu estrategia digital en tiempos de cambio?: Tecnológico de Monterrey
    • Data Engineering on AWS - Foundations: Amazon Web Services
    • Azure Network Engineer: AZ-700 Exam Prep & Certification: EDUCBA

    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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