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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: New
      New
      Status: Free Trial
      Free Trial
      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
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad Nacional Autónoma de México

      In core nuclear fuel management

      Skills you'll gain: Thermal Management, Process Engineering, Chemical Engineering, Energy and Utilities, Engineering Design Process, Engineering Calculations, Control Systems, Cost Estimation, Mathematical Modeling, Simulation and Simulation Software

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 reviews

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      C

      Coursera Instructor Network

      GenAI for Algorithmic Trading

      Skills you'll gain: Generative AI, Financial Trading, Market Data, Portfolio Management, Technical Analysis, Financial Market, Market Trend, Real Time Data, Investment Management, Automation, Artificial Intelligence, Python Programming, Predictive Modeling, Time Series Analysis and Forecasting, Applied Machine Learning, Risk Management

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      API Validation with Postman

      Skills you'll gain: Postman API Platform, Data Validation, Application Programming Interface (API), Restful API, Secure Coding, Verification And Validation, Microservices, Performance Testing, Security Testing, Data Integrity, Authentications

      4.5
      Rating, 4.5 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • S

      Starweaver

      Robotics Process Automation for Smart Manufacturing

      Skills you'll gain: Robotic Process Automation, Business Process Automation, Automation, Manufacturing Processes, Manufacturing Operations, Key Performance Indicators (KPIs), Internet Of Things, Systems Integration, Scalability, UI Components, Artificial Intelligence

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      SkillUp EdTech

      The DMAIC Framework: Analyze, Improve, and Control Phase

      Skills you'll gain: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Statistical Analysis, Continuous Improvement Process, Data Analysis, Process Improvement, Quality Improvement, Root Cause Analysis, Data-Driven Decision-Making, Regression Analysis, Process Optimization, Correlation Analysis

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnKartS

      GCP Computing and Storage Services

      Skills you'll gain: Google Cloud Platform, Google App Engine, Kubernetes, Cloud Infrastructure, Load Balancing, Cloud Computing, Cloud-Native Computing, Cloud Storage, Performance Tuning, Cloud Security, Virtualization and Virtual Machines, Scalability, Disaster Recovery, Data Migration

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Python Fundamentals and Data Science Essentials

      Skills you'll gain: Matplotlib, Data Visualization, Linear Algebra, NumPy, Seaborn, Pandas (Python Package), Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Python Programming, Jupyter, Data Analysis, Data Manipulation, Classification And Regression Tree (CART), Regression Analysis, Data Structures

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      Generative AI for PowerPoint and Word to Optimize Content Creation

      Skills you'll gain: Presentations, Microsoft Copilot, Microsoft PowerPoint, Microsoft Word, Multimedia, Microsoft 365, Animations, Editing, Writing and Editing, Business Writing, Generative AI, Content Creation, Target Audience

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      Edureka

      Mastering Angular Development

      Skills you'll gain: Angular, Version Control, Git (Version Control System), CI/CD, Web Content Accessibility Guidelines, TypeScript, Application Deployment, Application Frameworks, Continuous Deployment, Unit Testing, Application Performance Management, Continuous Integration, Front-End Web Development, Maintainability, Web Applications, Application Lifecycle Management, Bootstrap (Front-End Framework), Test Tools, JavaScript Frameworks, Application Security

      Intermediate · Specialization · 1 - 3 Months

    • C

      Codio

      SQL for Software Developers

      Skills you'll gain: PostgreSQL, Database Design, Relational Databases, Database Management, Database Architecture and Administration, SQL, Databases, Transaction Processing, Data Manipulation, Query Languages

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnKartS

      Architecting in AWS

      Skills you'll gain: Disaster Recovery, Amazon Web Services, Serverless Computing, Solution Architecture, Cloud Computing Architecture, Containerization, Kubernetes, Software Architecture, Amazon Elastic Compute Cloud, Systems Architecture, AWS CloudFormation, Cloud Security, Amazon S3, Docker (Software), Scalability, API Gateway, AWS Identity and Access Management (IAM), Cloud Storage, Load Balancing, Performance Tuning

      Intermediate · 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…404142…59

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

    • Architecture and Virtualization: Packt
    • In core nuclear fuel management: Universidad Nacional Autónoma de México
    • GenAI for Algorithmic Trading: Coursera Instructor Network
    • API Validation with Postman: Coursera Instructor Network
    • Robotics Process Automation for Smart Manufacturing : Starweaver
    • The DMAIC Framework: Analyze, Improve, and Control Phase: SkillUp EdTech
    • GCP Computing and Storage Services: LearnKartS
    • Python Fundamentals and Data Science Essentials: Packt
    • Generative AI for PowerPoint and Word to Optimize Content Creation: Microsoft
    • Mastering Angular Development: 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.

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