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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
      L

      L&T EduTech

      Highway Planning, Pavement Design and Construction

      Skills you'll gain: Construction Inspection, Construction, Construction Management, Civil Engineering, Civil and Architectural Engineering, Engineering Practices, Hydraulics, Grading (Landscape), Structural Analysis, Engineering Plans And Specifications, Environmental Engineering, Failure Analysis, Laboratory Testing, Engineering Software, Engineering Design Process, Plant Operations and Management, Technical Standard, Engineering Calculations, Engineering Analysis, Safety Assurance

      Advanced · Specialization · 3 - 6 Months

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

      Packt

      Designing Microsoft Azure Infrastructure Solutions (AZ-305)

      Skills you'll gain: Microsoft Azure, Data Architecture, Event-Driven Programming, Data Integration, Cloud Computing Architecture, Load Balancing, Relational Databases, Cloud Infrastructure, Azure Active Directory, Authorization (Computing), API Design, Data Storage, Network Routing, Authentications, Infrastructure Security, Application Deployment, Disaster Recovery, Cloud Security, Cloud Applications, Cloud Management

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      Exam Prep (SAP-C02): AWS Solutions Architect - Professional

      Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, AWS SageMaker, Amazon DynamoDB, Amazon Redshift, Serverless Computing, Amazon Web Services, Identity and Access Management, Amazon S3, AWS CloudFormation, Cloud Management, AWS Kinesis, IT Security Architecture, Infrastructure as Code (IaC), Cloud Security, Network Security, Threat Detection, Amazon Elastic Compute Cloud, Network Architecture, Infrastructure Security

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Foundations of Unreal Engine 5 and Basic Environment Design

      Skills you'll gain: Unreal Engine, 3D Modeling, Computer Graphics, Virtual Environment, Visualization (Computer Graphics), Augmented and Virtual Reality (AR/VR), User Interface (UI)

      Beginner · Course · 3 - 6 Months

    • Status: New
      New
      P

      Packt

      Microsoft Power BI - The Complete Masterclass [2023 EDITION]

      Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Transformation, Data Modeling, Data Visualization Software, Interactive Data Visualization, Statistical Visualization, Data Storytelling, Data Integration, Dashboard, Data Manipulation, Microsoft Excel, Data Import/Export, Pivot Tables And Charts, Business Intelligence, Data Cleansing, Data Security

      Intermediate · Course · 3 - 6 Months

    • 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

    • B

      Board Infinity

      Cohere - An Introduction

      Skills you'll gain: Natural Language Processing, Generative AI, Performance Tuning, Application Programming Interface (API), Application Development, Artificial Intelligence, Systems Integration, Internet Of Things, Analysis, Big Data, Scalability

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      GenAI for Employee Engagement: Driving Real-Time Insights

      Skills you'll gain: Employee Engagement, Drive Engagement, HR Tech, People Analytics, AI Personalization, Generative AI, Employee Surveys, Human Resource Strategy, Employee Retention, Data Ethics, Real Time Data, Human Resources, User Feedback, Continuous Improvement Process

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Politecnico di Milano

      Derivatives: a guide to calculation

      Skills you'll gain: ChatGPT, Calculus, Derivatives, Mathematical Software, AI Personalization, Applied Mathematics, Mathematics Education, Machine Learning Algorithms, Algebra, Geometry, Mathematical Theory & Analysis, Graphing

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      C

      Coursera Instructor Network

      Improving Diagnostic Accuracy with GenAI

      Skills you'll gain: Generative AI, Health Informatics, Generative AI Agents, Prompt Engineering, Precision Medicine, Patient Evaluation, Data Integration, Medical Imaging, Healthcare Ethics, Artificial Intelligence

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      ChatGPT API for Developers: Integrate AI Effortlessly

      Skills you'll gain: Prompt Engineering, ChatGPT, Application Programming Interface (API), OpenAI, Authentications, Key Management, Generative AI, Scripting, Artificial Intelligence, Performance Tuning

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Social Media as a Marketing Tool in Business Communication

      Skills you'll gain: Social Media, Social Media Strategy, Social Media Campaigns, Social Media Content, Social Media Marketing, Marketing Communications, Target Audience, Media Planning, Digital Media Strategy, Brand Strategy, Strategic Communication, Media Strategy, Marketing Planning, Paid media, Content Strategy, Customer Insights, Shared Media, Content Performance Analysis, Persuasive Communication, Earned Media

      Intermediate · Specialization · 1 - 3 Months

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…505152…58

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

    • Highway Planning, Pavement Design and Construction: L&T EduTech
    • Designing Microsoft Azure Infrastructure Solutions (AZ-305): Packt
    • Exam Prep (SAP-C02): AWS Solutions Architect - Professional: Whizlabs
    • Foundations of Unreal Engine 5 and Basic Environment Design: Packt
    • Microsoft Power BI - The Complete Masterclass [2023 EDITION]: Packt
    • GenAI for Cloud Support Associates: Coursera Instructor Network
    • Cohere - An Introduction: Board Infinity
    • GenAI for Employee Engagement: Driving Real-Time Insights: Coursera Instructor Network
    • Derivatives: a guide to calculation: Politecnico di Milano
    • Improving Diagnostic Accuracy with GenAI: Coursera Instructor 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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