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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

      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

    • C

      Codio

      SQL for Security Specialist

      Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Secure Coding, Database Management, Relational Databases, Query Languages, Security Controls, Data Access, Data Security, Role-Based Access Control (RBAC), Threat Detection

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      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
      J

      Johns Hopkins University

      YARN MapReduce Architecture and Advanced Programming

      Skills you'll gain: Apache Hadoop, Data Processing, Distributed Computing, Performance Tuning, Software Architecture, Scalability, Java

      Intermediate · Course · 1 - 3 Months

    • 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
      D

      Dartmouth College

      Data Analytics for Digital Transformation

      Skills you'll gain: Digital Transformation, Business Ethics, Customer experience improvement, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Scikit Learn (Machine Learning Library), Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Business Modeling, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies, Applied Machine Learning, Statistical Machine Learning

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      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
      P

      Packt

      CompTIA Cloud+ (CV0-003)

      Skills you'll gain: Cloud Computing Architecture, Cloud Infrastructure, Cloud Computing, Cloud Security, Disaster Recovery, Identity and Access Management, Virtual Machines, Cloud Platforms, Incident Response, Hardening, Cloud Management, IT Security Architecture, Cloud Applications, Microsoft Azure, Scalability, Application Deployment, Network Troubleshooting, Cloud Storage, System Monitoring, Containerization

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      B

      Board Infinity

      Cross Platform Mobile Development with React Native

      Skills you'll gain: React Native, Mobile Development, Cross Platform Development, Development Environment, User Interface (UI), Performance Tuning, Apple Xcode, Android Studio, Application Programming Interface (API), Data Management, Data Storage, Javascript, Debugging

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      B

      Board Infinity

      Advanced Concepts in React Native Development

      Skills you'll gain: React Native, Jest (JavaScript Testing Framework), User Interface (UI), UI Components, Mobile Development, User Interface and User Experience (UI/UX) Design, Unit Testing, Development Testing, Software Testing, Data Security, Apple iOS, Mobile Development Tools, Debugging, Android (Operating System), Cross Platform Development, Application Security, Animations, Performance Tuning

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      S

      Simplilearn

      Mobile Marketing

      Skills you'll gain: HubSpot CRM, Customer Relationship Management, Marketing Automation, Online Advertising, Keyword Research, Promotional Strategies, Social Media Marketing, Advertising Campaigns, Marketing Strategies, Web Analytics, Customer Acquisition Management, Product Promotion, Search Engine Optimization, Performance Metric, Customer Engagement, Advertising

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      L

      L&T EduTech

      Mechanization in Construction

      Skills you'll gain: Safety Training, Construction, Maintenance, Repair, and Facility Services, Safety Assurance, Hydraulics, Construction Engineering, Equipment Design, Facility Management and Maintenance, General Construction and Construction Labor, Plant Operations and Management, Construction Management, Grading (Landscape), Construction Inspection, Civil Engineering, Machine Controls, Structural Engineering, Commercial Construction, Vibrations, Mechanical Engineering, Risk Control

      Advanced · 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…484950…56

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

    • ChatGPT API for Developers: Integrate AI Effortlessly: Coursera Instructor Network
    • SQL for Security Specialist: Codio
    • Improving Diagnostic Accuracy with GenAI: Coursera Instructor Network
    • YARN MapReduce Architecture and Advanced Programming: Johns Hopkins University
    • AI, Automation, and Emerging Technology: Simplilearn
    • Data Analytics for Digital Transformation: Dartmouth College
    • Designing Microsoft Azure Infrastructure Solutions (AZ-305): Packt
    • CompTIA Cloud+ (CV0-003): Packt
    • Cross Platform Mobile Development with React Native: Board Infinity
    • Advanced Concepts in React Native Development: Board Infinity

    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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