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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

    • S

      Starweaver

      Factory Automation: Shaping the Future of Manufacturing

      Skills you'll gain: Manufacturing and Production, Automation, Manufacturing Operations, Manufacturing Processes, Production Line, Production Process, Lean Manufacturing, Programmable Logic Controllers, Workforce Development, Machine Controls, Safety Assurance, Robotic Process Automation, Safety Training, Human Machine Interfaces, Internet Of Things, Emerging Technologies, Corporate Sustainability, Cost Benefit Analysis

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnKartS

      Cloud Computing and GCP Fundamentals

      Skills you'll gain: Google Cloud Platform, Application Deployment, Cloud Computing, Public Cloud, Cloud Management, Cloud Infrastructure, Cloud Security, Cloud Applications, User Accounts, Infrastructure As A Service (IaaS), Cloud Storage, Devops Tools

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      GenAI for Legal Document Management

      Skills you'll gain: Document Management, Generative AI, Legal Risk, Litigation Support, Workflow Management, Compliance Management, Software Design Documents, Contract Management, Artificial Intelligence, Regulation and Legal Compliance, Automation, Contract Review, System Configuration

      Beginner · Course · 1 - 4 Weeks

    • E

      EDUCBA

      AWS Database Specialty Certification

      Skills you'll gain: Amazon Web Services, Database Design, Amazon CloudWatch, Amazon DynamoDB, Amazon Redshift, Data Migration, Database Architecture and Administration, Database Management, Disaster Recovery, Databases, Relational Databases, AWS Identity and Access Management (IAM), NoSQL, AWS CloudFormation, Cloud Security, Encryption, Amazon S3, Virtual Private Networks (VPN), Scalability, Performance Tuning

      5
      Rating, 5 out of 5 stars
      ·
      37 reviews

      Beginner · Course · 1 - 3 Months

    • E

      Edureka

      Learn SQL with Databricks

      Skills you'll gain: Databricks, SQL, Database Management, Data Manipulation, Stored Procedure, Query Languages, Data Security, Data Sharing, Big Data, Performance Tuning, Data Integration

      3.7
      Rating, 3.7 out of 5 stars
      ·
      14 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Instructor Network

      Cloud Architecture Design Patterns

      Skills you'll gain: Cloud Computing Architecture, Cloud Infrastructure, Scalability, Cloud Computing, Software Architecture, Cloud Services, Infrastructure As A Service (IaaS), Load Balancing, Serverless Computing, Software Design Patterns, Microservices, Event-Driven Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      27 reviews

      Beginner · Course · 1 - 4 Weeks

    • P

      Packt

      Building Recommender Systems with Machine Learning and AI

      Skills you'll gain: Apache Spark, Deep Learning, Python Programming, Scalability, Applied Machine Learning, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Dimensionality Reduction, Feature Engineering, Performance Tuning

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      B

      Board Infinity

      Executing the Iteration & PI with SAFe

      Skills you'll gain: Scaled Agile Framework, Process Improvement and Optimization, Continuous Improvement Process, Quality Assurance, Agile Product Development, Continuous Integration, Agile Methodology, Sprint Planning, User Story, Project Management Institute (PMI) Methodology, Cross-Functional Collaboration, Product Demonstration

      3.9
      Rating, 3.9 out of 5 stars
      ·
      26 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      GenAI for Personalized Marketing at Scale

      Skills you'll gain: Customer Analysis, AI Personalization, Customer Insights, Marketing Analytics, Generative AI, Target Audience, Persona Development, Marketing Automation, Marketing, Marketing Strategies, Marketing Effectiveness, Social Media Campaigns, Customer Engagement, Content Creation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Design of Formwork System

      Skills you'll gain: Building Codes, Building Information Modeling, Cost Estimation, Construction Estimating, Structural Engineering, Engineering Drawings, Construction, Visualization (Computer Graphics), Safety Assurance, Engineering Calculations

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      S

      Simplilearn

      Ecommerce Listing Course

      Skills you'll gain: Search Engine Optimization, E-Commerce, Logistics Management, Merchandising, Product Marketing, Promotional Strategies, Product Knowledge, Customer Service, Customer Relationship Management, Online Advertising, Price Negotiation, Web Analytics and SEO, Social Media Marketing, Content Creation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      NVIDIA: Fundamentals of Machine Learning

      Skills you'll gain: Unsupervised Learning, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Applied Machine Learning, Data Processing, Feature Engineering, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Regression Analysis

      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…404142…59

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

    • Factory Automation: Shaping the Future of Manufacturing : Starweaver
    • Cloud Computing and GCP Fundamentals: LearnKartS
    • GenAI for Legal Document Management: Coursera Instructor Network
    • AWS Database Specialty Certification: EDUCBA
    • Learn SQL with Databricks: Edureka
    • Cloud Architecture Design Patterns: Coursera Instructor Network
    • Building Recommender Systems with Machine Learning and AI: Packt
    • Executing the Iteration & PI with SAFe : Board Infinity
    • GenAI for Personalized Marketing at Scale: Coursera Instructor Network
    • Design of Formwork System: L&T EduTech

    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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