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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
      C

      Coursera Project Network

      Оптимизация портфеля с помощью модели Марковица

      Skills you'll gain: Financial Analysis, Portfolio Management, Financial Modeling, Correlation Analysis, Financial Market, Investment Management, Variance Analysis, Risk Modeling

      Intermediate · Guided Project · Less Than 2 Hours

    • P

      Packt

      Kanban for Software Project Management

      Skills you'll gain: Kanban Principles, Process Optimization, Workflow Management, Backlogs, Process Analysis, Sprint Planning, Agile Project Management, Agile Methodology, Team Performance Management, User Story, Continuous Improvement Process, Resource Utilization, Estimation

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      Maximizing the Generative AI Value

      Skills you'll gain: Generative AI, Return On Investment, Data Ethics, Artificial Intelligence, Business Solutions, Business Process Automation, Operational Efficiency, Automation, Innovation, Business Strategies, Performance Measurement, Process Improvement, Business Ethics, Customer experience improvement, Product Design

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for AWS: AI-Driven Cloud Automation & Scaling

      Skills you'll gain: Cloud Computing Architecture, Generative AI, Amazon Web Services, Cloud Computing, Applied Machine Learning, Prompt Engineering, Cloud Security, Serverless Computing, Large Language Modeling, Automation, Artificial Intelligence, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      E

      Edureka

      Mastering AI: Neural Nets, Vision System, Speech Recognition

      Skills you'll gain: Computer Vision, Deep Learning, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Matplotlib, Probability & Statistics, Image Analysis, Regression Analysis, Machine Learning, Plotly, Scikit Learn (Machine Learning Library), Statistical Analysis, Statistical Methods, Natural Language Processing, Artificial Neural Networks, Visualization (Computer Graphics), Artificial Intelligence

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Legal Document Management

      Skills you'll gain: Document Management, Generative AI, Legal Risk, Litigation Support, Workflow Management, Compliance Management, Software Design Documents, Contract Management, Artificial Intelligence, Regulation and Legal Compliance, Automation, Contract Review, System Configuration

      Beginner · Course · 1 - 4 Weeks

    • U

      Università di Napoli Federico II

      Asset Pricing Models

      Skills you'll gain: Securities (Finance), Portfolio Management, Equities, Investments, Financial Market, Finance, Fixed Asset, Risk Modeling, Derivatives, Asset Management, Capital Markets, Statistical Methods, Financial Analysis, Return On Investment, Risk Analysis, Regression Analysis, Time Series Analysis and Forecasting, Estimation

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Back-End Web Developers

      Skills you'll gain: Database Management, Back-End Web Development, Generative AI, Performance Tuning, API Design, Application Programming Interface (API), Databases, Web Development, Server Side, Artificial Intelligence

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Instructor Network

      Strategic Career Planning in Technology-Based Roles

      Skills you'll gain: Workforce Planning, Applicant Tracking Systems, Professional Networking, Computer Science, LinkedIn, Technology Strategies, Recruitment, Technology Roadmaps, Computer Systems, Information Technology, Branding, Software Development, Communication

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      W

      Whizlabs

      NVIDIA: Large Language Models and Generative AI Deployment

      Skills you'll gain: Large Language Modeling, Generative AI, PyTorch (Machine Learning Library), Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Application Deployment, Tensorflow, Machine Learning Methods, System Monitoring, Continuous Monitoring, Data Cleansing, Performance Tuning

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      GenAI for Financial Analysts: Essential Predictive Analytics

      Skills you'll gain: Generative AI, Financial Forecasting, Predictive Modeling, Financial Data, Market Data, Predictive Analytics, Financial Analysis, Portfolio Management, Data Literacy, Risk Management, Spreadsheet Software, Financial Reporting, Artificial Intelligence, Investments, Interactive Data Visualization, Power BI

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Network Assurance, Security, and Automation

      Skills you'll gain: Network Troubleshooting, Network Monitoring, Network Security, Network Administration, Ansible, Firewall, Network Performance Management, Puppet (Configuration Management Tool), Infrastructure as Code (IaC), Chef (Configuration Management Tool), Software-Defined Networking, Scripting, JSON, Automation, Restful API

      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…434445…56

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

    • Оптимизация портфеля с помощью модели Марковица: Coursera Project Network
    • Kanban for Software Project Management: Packt
    • Maximizing the Generative AI Value: Coursera Instructor Network
    • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera Instructor Network
    • Mastering AI: Neural Nets, Vision System, Speech Recognition: Edureka
    • GenAI for Legal Document Management: Coursera Instructor Network
    • Asset Pricing Models: Università di Napoli Federico II
    • GenAI for Back-End Web Developers: Coursera Instructor Network
    • Strategic Career Planning in Technology-Based Roles: Coursera Instructor Network
    • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs

    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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