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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

      Optimizing Your Google Cloud Costs em Português

      Skills you'll gain: Google Cloud Platform, Cost Control, Cost Management, Budget Management, Cost Reduction, Application Deployment, Budgeting, Resource Utilization, System Monitoring, Query Languages, Resource Allocation, Resource Management

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Advanced Data Structures and Algorithms

      Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computer Programming, Computational Thinking, Performance Tuning

      Intermediate · Course · 1 - 3 Months

    • P

      Packt

      Intermediate Rust Programming and Advanced Concepts

      Skills you'll gain: Rust (Programming Language), Data Structures, Package and Software Management, Algorithms, Software Visualization, Data Management, Software Design, Software Testing, Capacity Management, Development Testing

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      A

      Amazon Web Services

      AWS X-Ray Getting Started

      Skills you'll gain: Amazon CloudWatch, Amazon Web Services, Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Application Performance Management, Performance Tuning

      Beginner · Course · 1 - 4 Weeks

    • P

      Packt

      Advanced Modelling, Rendering, and Unreal Engine Integration

      Skills you'll gain: Unreal Engine, 3D Modeling, Augmented and Virtual Reality (AR/VR), Virtual Environment, Computer Graphics, Animations, Game Design, Data Import/Export, Simulations

      Advanced · Course · 3 - 6 Months

    • Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Cloud Support Associates

      Skills you'll gain: Generative AI, Cloud Management, Cloud Engineering, Cloud Infrastructure, Prompt Engineering, System Support, Data Ethics, Artificial Intelligence, System Monitoring, Technical Communication

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Unreal Engine 5 - The Intermediate Course

      Skills you'll gain: Unreal Engine, Animations, Animation and Game Design, Scripting, Debugging, Data Structures, 3D Modeling, Computer Graphics, Video Game Development, Visualization (Computer Graphics), Game Design, Program Development, Integrated Development Environments, Event-Driven Programming, Object Oriented Programming (OOP), Scalability, Software Design, Performance Tuning

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      G

      Google Cloud

      Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch

      Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Machine Learning, Data Quality

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Data Analytics and Visualization with Tableau and more

      Skills you'll gain: Data Storytelling, Alteryx, Dashboard, R Programming, Data Visualization Software, Interactive Data Visualization, Data Visualization, Statistical Programming, Tableau Software, Data Analysis Software, Data Manipulation, Statistical Analysis, Data Processing, Data Cleansing, Data Integration, Workflow Management, Data Transformation, Data Structures

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      B

      Board Infinity

      Generative AI in Finance

      Skills you'll gain: Prompt Engineering, Generative AI, Financial Data, Data Processing, Data Ethics, Regulatory Compliance, Anomaly Detection, Large Language Modeling, FinTech, Financial Services, Credit Risk, Artificial Intelligence, Compliance Management, Risk Modeling, Investment Management, Financial Reporting, Portfolio Management, Automation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Python for Data Analysis and Automation

      Skills you'll gain: Automation, Python Programming, Programming Principles, Scripting, Debugging, Spreadsheet Software, Data Structures, Data Manipulation, Data Import/Export, Software Installation, Data Validation, File Management

      Beginner · Course · 3 - 6 Months

    • Status: New
      New
      W

      Whizlabs

      NVIDIA: LLM Experimentation, Deployment, and Ethical AI

      Skills you'll gain: Data Ethics, Generative AI, Large Language Modeling, Artificial Intelligence, PyTorch (Machine Learning Library), MLOps (Machine Learning Operations), Tensorflow, Information Privacy, A/B Testing, Natural Language Processing, Deep Learning, Version Control, Application Deployment, Performance Tuning, Scalability

      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…454647…56

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

    • Optimizing Your Google Cloud Costs em Português : Google Cloud
    • Advanced Data Structures and Algorithms: Packt
    • Intermediate Rust Programming and Advanced Concepts: Packt
    • AWS X-Ray Getting Started: Amazon Web Services
    • Advanced Modelling, Rendering, and Unreal Engine Integration: Packt
    • GenAI for Cloud Support Associates: Coursera Instructor Network
    • Unreal Engine 5 - The Intermediate Course: Packt
    • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch: Google Cloud
    • Data Analytics and Visualization with Tableau and more: Packt
    • Generative AI in Finance: Board Infinity

    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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