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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

    • C

      Coursera Instructor Network

      How to Generate and Maintain a Healthy Sales Pipeline

      Skills you'll gain: Sales Pipelines, Customer Relationship Management (CRM) Software, Lead Generation, Sales Process, Sales Management, Customer Retention, Sales Strategy, Prospecting and Qualification, Process Optimization, Customer Engagement

      4.7
      Rating, 4.7 out of 5 stars
      ·
      29 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Big Data Processing Using Hadoop

      Skills you'll gain: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, File Systems, Data Processing, Data Management, Analytics, Data Science, SQL, Query Languages, Data Manipulation, Java, Data Structures, Distributed Computing, Scripting Languages, Data Transformation, Performance Tuning, Software Architecture

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      N

      Northeastern University

      Foundations of Statistical Learning & Algorithms

      Skills you'll gain: Linear Algebra, Statistical Machine Learning, Statistical Modeling, Probability, Statistical Methods, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Algebra

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Advanced Resource and Enterprise Management in Primavera P6

      Skills you'll gain: Earned Value Management, Resource Planning, Resource Allocation, Resource Management, Capacity Planning, Scheduling, Resource Utilization, Project Schedules, Project Management Software, Project Management, Project Coordination, Change Control, Enterprise Resource Planning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      18 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Business Problem Solving

      Skills you'll gain: Regression Analysis, Correlation Analysis, Spreadsheet Software, Business Analysis, Data-Driven Decision-Making, Business Modeling, Business Analytics, Microsoft Excel, Data Modeling, Statistical Analysis, Analysis, Financial Modeling, Forecasting, Risk Analysis, Data Analysis, Product Assortment, Complex Problem Solving, Predictive Modeling, Investment Management, Process Optimization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      28 reviews

      Intermediate · Specialization · 1 - 3 Months

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

      University of Maryland, College Park

      Fundamentals of Digital Marketing

      Skills you'll gain: Search Engine Marketing, Search Engine Optimization, Web Analytics and SEO, Digital Marketing, Online Advertising, Return On Investment, Consumer Behaviour, Cross-Channel Marketing, Marketing, Marketing Channel, Social Media Marketing, Marketing Strategies, Marketing Effectiveness, Marketing Psychology, Network Model

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Securing AI and Advanced Topics

      Skills you'll gain: Generative AI, Feature Engineering, Cybersecurity, Cyber Threat Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Threat Detection, Anomaly Detection, Artificial Intelligence, Security Testing, Reinforcement Learning, Machine Learning, Cloud Solutions, Performance Tuning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Generative AI for Business - A Leaders' Handbook

      Skills you'll gain: Generative AI, Business Leadership, Key Performance Indicators (KPIs), Strategic Leadership, Business Marketing, Business Transformation, Deep Learning, Business Strategy, Data Ethics, Artificial Intelligence, Technical Consulting, Data Governance, Customer Engagement, Product Development, Ethical Standards And Conduct

      4.4
      Rating, 4.4 out of 5 stars
      ·
      26 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      G

      Google Cloud

      Optimizing Applications Using Cloud Profiler

      Skills you'll gain: Performance Tuning, Google Cloud Platform, Performance Testing, Application Performance Management, Cloud Applications, Server Side

      Beginner · Project · Less Than 2 Hours

    • A

      Amazon Web Services

      AWS Services Overview for IT Professionals

      Skills you'll gain: Amazon CloudWatch, Amazon Web Services, Cloud Infrastructure, Cloud Security, Database Management, Cloud Services, Databases, Cloud Solutions, Amazon S3, Cloud Computing, Cloud Management, Cloud Computing Architecture, Amazon Elastic Compute Cloud, Relational Databases, Cloud Storage, AWS Identity and Access Management (IAM), Data Storage, System Monitoring, Amazon DynamoDB, Solution Architecture

      4.9
      Rating, 4.9 out of 5 stars
      ·
      30 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      Simplilearn

      Digital Marketing Landscape

      Skills you'll gain: Marketing, Digital Marketing, UI/UX Strategy, Digital Advertising, Marketing Strategy and Techniques, E-Commerce, Digital Media Strategy, Social Media Marketing, Content Marketing, Search Engine Optimization, Business Strategy, Brand Awareness, Web Analytics and SEO, Consumer Behaviour

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Modelling, Analysis and Design of Steel Buildings

      Skills you'll gain: Structural Engineering, Structural Analysis, Building Design, Architectural Engineering, Computer-Aided Design, Failure Analysis, Engineering Analysis, Construction, Engineering Calculations, Engineering Design Process, Engineering Software

      4.9
      Rating, 4.9 out of 5 stars
      ·
      12 reviews

      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…383940…59

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

    • How to Generate and Maintain a Healthy Sales Pipeline: Coursera Instructor Network
    • Big Data Processing Using Hadoop: Johns Hopkins University
    • Foundations of Statistical Learning & Algorithms: Northeastern University
    • Advanced Resource and Enterprise Management in Primavera P6: Packt
    • Business Problem Solving: Howard University
    • Fundamentals of Digital Marketing: University of Maryland, College Park
    • Securing AI and Advanced Topics: Johns Hopkins University
    • Generative AI for Business - A Leaders' Handbook: Fractal Analytics
    • Optimizing Applications Using Cloud Profiler: Google Cloud
    • AWS Services Overview for IT Professionals: Amazon Web Services

    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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