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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 Trial
      Free Trial
      J

      Johns Hopkins University

      Integral Calculus through Data and Modeling

      Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Mathematical Modeling, Linear Algebra, Probability, Geometry, Visualization (Computer Graphics), Mechanics, Engineering Calculations, Graphing, Spatial Data Analysis, Physics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      123 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Planning & Control with Oracle Primavera PPM Professional

      Skills you'll gain: Earned Value Management, Work Breakdown Structure, Calendar Management, Resource Planning, Scheduling, Project Schedules, Resource Allocation, Project Management Software, Timelines, Resource Management, Capacity Planning, Resource Utilization, Project Management, Project Coordination, Milestones (Project Management), Change Control, Project Planning, Relationship Management, Enterprise Resource Planning, Management Reporting

      4.6
      Rating, 4.6 out of 5 stars
      ·
      48 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IE Business School

      Comunicaciones integradas de marketing: Publicidad, Relaciones Públicas, Marketing Digital y más

      Skills you'll gain: Marketing Communications, Integrated Marketing Communications, Advertising, Brand Loyalty, Brand Management, Marketing, Brand Strategy, Public Relations, Marketing Planning, Marketing Budgets, Social Media Marketing, Digital Marketing, Search Engine Optimization, Communication Strategies, Crisis Management, Consumer Behaviour

      4.8
      Rating, 4.8 out of 5 stars
      ·
      701 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Explainable AI (XAI)

      Skills you'll gain: Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, Machine Learning, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Natural Language Processing, Image Analysis, Deep Learning, Visualization (Computer Graphics), Applied Machine Learning, Predictive Analytics, Artificial Neural Networks, Algorithms, Data-Driven Decision-Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      36 reviews

      Intermediate · Specialization · 1 - 3 Months

    • C

      Coursera Instructor Network

      AI-Enhanced Copywriting: SurferSEO, Upword and Anyword

      Skills you'll gain: Copywriting, Search Engine Optimization, Web Analytics and SEO, Target Audience, Content Creation, Web Content, Productivity Software, Brand Awareness, Marketing Automation, Generative AI

      3.9
      Rating, 3.9 out of 5 stars
      ·
      47 reviews

      Beginner · Course · 1 - 4 Weeks

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

      University of Glasgow

      Applied AI for Engineers and Scientists: Foundations

      Skills you'll gain: Artificial Neural Networks, Matlab, Supervised Learning, Applied Machine Learning, Machine Learning, Data Manipulation, Data Cleansing, Artificial Intelligence, Feature Engineering, Data Transformation, Classification And Regression Tree (CART), Predictive Modeling, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Software, Programming Principles, Computer Programming, Scripting, Data Structures, Machine Learning Algorithms

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Program Management Fundamentals

      Skills you'll gain: Program Management, Return On Investment, Project Portfolio Management, Organizational Strategy, Project Management, Project Management Life Cycle, Leadership and Management, Benefits Administration, Project Closure, Strategic Decision-Making, Governance

      4.8
      Rating, 4.8 out of 5 stars
      ·
      49 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Computational Methods in Pricing and Model Calibration

      Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Financial Data, Python Programming, Probability Distribution, Algorithms

      4.4
      Rating, 4.4 out of 5 stars
      ·
      40 reviews

      Intermediate · Course · 1 - 3 Months

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

      Microsoft

      Essentials with Azure Fundamentals

      Skills you'll gain: Microsoft Azure, Cloud Management, Cloud Computing, Cloud Computing Architecture, Infrastructure As A Service (IaaS), Cloud Services, Infrastructure as Code (IaC), Virtual Machines, System Monitoring, Cloud Security, Scalability

      4.6
      Rating, 4.6 out of 5 stars
      ·
      38 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Simplilearn

      Strategic Digital Marketing Channels - SEO & SEM

      Skills you'll gain: Search Engine Marketing, Google Ads, Search Engine Optimization, Customer Retention, Marketing Strategies, Web Analytics and SEO, Online Advertising, Marketing, Digital Marketing, Paid media, Growth Strategies, Campaign Management, Customer Acquisition Management, Marketing Automation, Advertising Campaigns, Google Analytics, UI/UX Strategy, Keyword Research, Digital Advertising, Marketing Strategy and Techniques

      4.8
      Rating, 4.8 out of 5 stars
      ·
      19 reviews

      Beginner · Specialization · 1 - 3 Months

    • C

      Coursera Project Network

      Brand Marketing and SEO Tools using Wix

      Skills you'll gain: Email Marketing, Search Engine Optimization, Web Analytics and SEO, Social Media Marketing, Brand Marketing, Brand Awareness, Branding, Social Media, Digital Marketing, Marketing Design, Marketing, Content Creation, Web Design and Development

      4.6
      Rating, 4.6 out of 5 stars
      ·
      355 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      Unilever

      Measurement and Analysis

      Skills you'll gain: Web Analytics, Social Media Campaigns, Digital Marketing, Google Analytics, Social Media Marketing, Search Engine Marketing, Social Media Strategy, Marketing Strategies, Search Engine Optimization, Keyword Research, Marketing Analytics, A/B Testing, Advertising Campaigns, Performance Analysis, Key Performance Indicators (KPIs)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      48 reviews

      Beginner · 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…181920…58

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

    • Integral Calculus through Data and Modeling: Johns Hopkins University
    • Planning & Control with Oracle Primavera PPM Professional: Packt
    • Comunicaciones integradas de marketing: Publicidad, Relaciones Públicas, Marketing Digital y más: IE Business School
    • Explainable AI (XAI): Duke University
    • AI-Enhanced Copywriting: SurferSEO, Upword and Anyword: Coursera Instructor Network
    • Applied AI for Engineers and Scientists: Foundations: University of Glasgow
    • Program Management Fundamentals: Microsoft
    • Computational Methods in Pricing and Model Calibration: Columbia University
    • Essentials with Azure Fundamentals: Microsoft
    • Strategic Digital Marketing Channels - SEO & SEM: Simplilearn

    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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