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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
      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
      P

      Packt

      Cloud Operations and Troubleshooting

      Skills you'll gain: Disaster Recovery, Cloud Management, Microsoft Azure, Network Troubleshooting, System Monitoring, Cloud Computing, Automation, Continuous Monitoring, Virtual Machines, Cloud Security, Patch Management, Configuration Management

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      L

      L&T EduTech

      Wind Power Generation

      Skills you'll gain: Electrical Power, Electric Power Systems, Energy and Utilities, Electrical Systems, Mechanical Design, Engineering, Control Systems, Emerging Technologies, Engineering Calculations

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      S

      Simplilearn

      AI, Automation, and Emerging Technology

      Skills you'll gain: Marketing Automation, AI Personalization, Marketing Analytics, Digital Marketing, Marketing Strategies, Marketing, Customer Analysis, Digital Advertising, Predictive Analytics, Artificial Intelligence, Customer Engagement, ChatGPT, Search Engine Optimization, HubSpot CRM, Automation, Visual Merchandising, Computer Vision

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      E

      Edureka

      Advanced Data Handling and Reactive Programming Concepts

      Skills you'll gain: Angular, Web Content Accessibility Guidelines, Front-End Web Development, TypeScript, Application Security, JavaScript Frameworks, Performance Tuning, Application Performance Management, User Interface (UI), Usability, Event-Driven Programming, UI Components, Authorization (Computing), Data Store, Authentications, Data Validation, Server Side

      Intermediate · 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

    • Status: New
      New
      L

      L&T EduTech

      Construction Machinery for Concreting /Roads & Earth Moving

      Skills you'll gain: Construction, Hydraulics, Construction Engineering, General Construction and Construction Labor, Equipment Design, Maintenance, Repair, and Facility Services, Grading (Landscape), Civil Engineering, Construction Inspection, Construction Management, Machine Controls, Commercial Construction, Plant Operations and Management, Vibrations, Safety Assurance, Facility Repair And Maintenance, Automation Engineering, Property Maintenance, Production Process

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      C

      Coursera Instructor Network

      Databricks Mosaic AI

      Skills you'll gain: Databricks, Scalability, Workflow Management, Organizational Leadership, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Process Optimization, Data Pipelines, Applied Machine Learning, Real Time Data

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      A

      Arm

      Teaching AI on the Edge

      Skills you'll gain: Open Source Technology, Data Ethics, Artificial Intelligence, Education Software and Technology, Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Program Development, MLOps (Machine Learning Operations), Ethical Standards And Conduct, Application Deployment, Law, Regulation, and Compliance, Information Privacy, Performance Tuning, Data Security

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      E

      Edureka

      Project Leadership, Risk, and Strategic Management

      Skills you'll gain: Quality Assurance and Control, Project Management, Procurement, Stakeholder Engagement, Project Risk Management, Quality Management, Strategic Decision-Making, Project Planning, Team Management, Resource Management, Risk Management, Leadership, Communication

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      D

      Dartmouth College

      Simulation for Digital Transformation

      Skills you'll gain: Simulation and Simulation Software, Business Transformation, Digital Transformation, Systems Thinking, Complex Problem Solving, Advanced Analytics, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Risk Management, Python Programming, Statistical Methods, Decision Making, Probability & Statistics

      Intermediate · Course · 1 - 3 Months

    • 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

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…515253…55

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

    • Deploying and Scaling iOS Applications: Board Infinity
    • Cloud Operations and Troubleshooting: Packt
    • Wind Power Generation: L&T EduTech
    • AI, Automation, and Emerging Technology: Simplilearn
    • Advanced Data Handling and Reactive Programming Concepts: Edureka
    • Mastering Machine Learning Algorithms using Python: Packt
    • Construction Machinery for Concreting /Roads & Earth Moving: L&T EduTech
    • Databricks Mosaic AI: Coursera Instructor Network
    • Teaching AI on the Edge: Arm
    • Project Leadership, Risk, and Strategic Management: Edureka

    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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