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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
      Free
      C

      Coursera Instructor Network

      GenAI for Sales Reps: Streamlining Lead Qualification

      Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Pipelines, Sales Process, Sales, Sales Management, Data-Driven Decision-Making, Generative AI Agents, Customer Relationship Management (CRM) Software, HubSpot CRM, Business Process Automation

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      D

      Digital Marketing Institute

      Digital Channel Planning Strategy

      Skills you'll gain: Digital Marketing, Social Media Marketing, Marketing Channel, Digital Media Strategy, Marketing Automation, Marketing Strategy and Techniques, Social Media Strategy, Digital Advertising, Email Marketing, Content Marketing, Search Engine Optimization, E-Commerce, Customer Relationship Management (CRM) Software, Marketing Analytics, Customer Service, Web Applications

      Beginner · Course · 1 - 4 Weeks

    • H

      H2O.ai

      H2O Gen AI Ecosystem Overview - Level 1

      Skills you'll gain: Large Language Modeling, Generative AI, ChatGPT, Prompt Engineering, Artificial Intelligence, Unstructured Data, Data Processing, Application Development, MLOps (Machine Learning Operations)

      Intermediate · Course · 1 - 3 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

    • Status: New
      New
      W

      Whizlabs

      Getting Started with Microsoft Fabric

      Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Pipelines, Data Transformation, Data Analysis, Microsoft Azure, Analytics, Data Warehousing, Data Integration, Data Processing, Data Cleansing, Data Modeling, Dashboard, Data Governance

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Mastering Machine Learning Algorithms using Python

      Skills you'll gain: Dimensionality Reduction, Exploratory Data Analysis, Unsupervised Learning, Deep Learning, Random Forest Algorithm, Data Manipulation, Python Programming, Probability & Statistics, Pandas (Python Package), Data Science, Statistical Analysis, Data Processing, Predictive Modeling, NumPy, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Machine Learning Algorithms, Machine Learning, Regression Analysis

      Intermediate · Specialization · 3 - 6 Months

    • L

      LearnQuest

      Advanced Applications of CDO in Enterprise Security Admin

      Skills you'll gain: Systems Integration, Enterprise Application Management, Data Governance, Security Strategy, Cloud Management, Network Troubleshooting, Enterprise Security, Security Management, Security Controls, Threat Modeling, Continuous Monitoring, Cyber Security Strategy

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      B

      Board Infinity

      Deploying and Scaling iOS Applications

      Skills you'll gain: Apple iOS, Apple Xcode, Secure Coding, iOS Development, Core Data (Software), Application Deployment, Swift Programming, Scalability, Performance Tuning, Application Programming Interface (API), API Design, JSON, Application Security, Encryption, Application Performance Management, Performance Testing, Debugging

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      L

      L&T EduTech

      TBMs,Pile Rigs,Cranes & Hauling Vehicles

      Skills you'll gain: Construction Engineering, Construction, Civil Engineering, Equipment Design, Structural Engineering, Maintenance, Repair, and Facility Services, Construction Management, Safety Assurance, Mechanical Engineering, Facility Management and Maintenance, Manufacturing Processes

      Advanced · Course · 1 - 4 Weeks

    • P

      Packt

      Concurrent Rendering Adventures in React 18

      Skills you'll gain: React.js, Web Development Tools, Performance Tuning, User Interface (UI)

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      70+ JavaScript Challenges - Data Structures and Algorithms

      Skills you'll gain: Data Structures, Graph Theory, Algorithms, Computational Thinking, Javascript, Debugging, Computer Science, Development Environment, Performance Tuning

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Terraform Masterclass: From Beginner to Advanced

      Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Terraform, Amazon Web Services, Infrastructure Security, Continuous Deployment, Amazon Elastic Compute Cloud, Cloud Infrastructure, Cloud Management, Command-Line Interface, Amazon S3, Data Validation, Development Environment, GitHub, OAuth, Configuration Management, Testability, Version Control, Application Deployment, Maintainability

      Beginner · Specialization · 3 - 6 Months

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…525354…56

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

    • GenAI for Sales Reps: Streamlining Lead Qualification: Coursera Instructor Network
    • Digital Channel Planning Strategy: Digital Marketing Institute
    • H2O Gen AI Ecosystem Overview - Level 1: H2O.ai
    • Microsoft Power BI - The Complete Masterclass [2023 EDITION]: Packt
    • Getting Started with Microsoft Fabric: Whizlabs
    • Mastering Machine Learning Algorithms using Python: Packt
    • Advanced Applications of CDO in Enterprise Security Admin: LearnQuest
    • Deploying and Scaling iOS Applications: Board Infinity
    • TBMs,Pile Rigs,Cranes & Hauling Vehicles: L&T EduTech
    • Concurrent Rendering Adventures in React 18: Packt

    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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