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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

    • B

      Board Infinity

      Snowflake - SnowPro Core Certification Preparation

      Skills you'll gain: Performance Tuning, User Accounts, Data Warehousing, Identity and Access Management, Data Modeling, Data Integration, SQL, Cloud Computing Architecture, Role-Based Access Control (RBAC), Data Import/Export, Business Intelligence, Data Transformation, Data Security, Scalability

      2.7
      Rating, 2.7 out of 5 stars
      ·
      16 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      J

      Johns Hopkins University

      Managing AI Projects: From Strategy to Delivery

      Skills you'll gain: Stakeholder Engagement, Stakeholder Management, Project Management, Project Risk Management, Data Ethics, Workforce Management, Risk Mitigation, Human Resources Management and Planning, Project Management Life Cycle, Agile Methodology, Artificial Intelligence, Team Management, Risk Management, Talent Management, Team Building, Scalability, Performance Appraisal, Diversity Training, Budget Management, Business Ethics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      19 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Instructor Network

      How to Develop Standard Operating Procedures (SOPs)

      Skills you'll gain: Standard Operating Procedure, Operational Efficiency, Lean Methodologies, Quality Assurance, Procedure Development, Operational Excellence, Business Process, Occupational Safety And Health, Process Management, Safety Assurance, Workflow Management, Process Improvement and Optimization, Workforce Management, Continuous Improvement Process

      4.9
      Rating, 4.9 out of 5 stars
      ·
      23 reviews

      Beginner · Course · 1 - 4 Weeks

    • T

      Tecnológico de Monterrey

      Planificación y estrategia de marketing digital

      Skills you'll gain: Search Engine Marketing, Customer Engagement, Brand Management, Digital Media Strategy, Search Engine Optimization, Target Market, Digital Marketing, Web Analytics and SEO, Marketing Communications, Digital Advertising, Social Media Strategy, Digital Transformation, Customer Retention, Customer Relationship Building, Content Strategy, Marketing Analytics, Social Media Marketing, Marketing Strategies, Lead Generation, Customer Acquisition Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      188 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      WordPress 101 - The Complete Guide

      Skills you'll gain: WordPress, Web Analytics and SEO, Content Management Systems, Content Management, Search Engine Optimization, Web Design and Development, Blogs, Content Creation, Application Security, Software Installation, Servers, Cloud Hosting

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Instructor Network

      Plant Design & Economics

      Skills you'll gain: Plant Operations and Management, Process Engineering, Cost Management, Process Improvement, Project Management, Engineering Management, Operational Efficiency, Process Analysis, Value Engineering, Process Optimization, Budgeting, Safety Assurance, Performance Improvement, Simulation and Simulation Software, Financial Planning

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Pennsylvania

      Introducción a la Gestión de Operaciones

      Skills you'll gain: Operations Management, Process Analysis, Operational Efficiency, Business Process, Business Process Improvement, Service Improvement, Process Optimization, Quality Management, Performance Measurement, Quality Control, Productivity Software, Capacity Management, Inventory Control, Resource Utilization

      4.3
      Rating, 4.3 out of 5 stars
      ·
      88 reviews

      Mixed · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Linear Regression with Python

      Skills you'll gain: Regression Analysis, NumPy, Applied Machine Learning, Supervised Learning, Machine Learning, Predictive Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      428 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      J

      Johns Hopkins University

      Introduction to AI: Key Concepts and Applications

      Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Performance Metric, Strategic Leadership, Strategic Decision-Making, Data Quality, Applied Machine Learning, Data Ethics, Machine Learning, Supervised Learning, Algorithms, Artificial Neural Networks, Data Validation, Random Forest Algorithm, Resource Utilization, System Requirements

      4.8
      Rating, 4.8 out of 5 stars
      ·
      16 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      G

      Google Cloud

      Cost Optimization and Data Tiering with BigLake and Cloud Storage

      Skills you'll gain: Cloud Storage, Google Cloud Platform, Cloud Management, Data Lakes, Data Import/Export, Data Storage, Data Storage Technologies, Data Migration

      Beginner · Project · Less Than 2 Hours

    • Status: New
      New
      U

      University of Glasgow

      Applied AI for Engineers and Scientists: Foundations

      Skills you'll gain: Artificial Neural Networks, Matlab, Supervised Learning, Applied Machine Learning, Machine Learning, Data Manipulation, Data Cleansing, Artificial Intelligence, Feature Engineering, Data Transformation, Classification And Regression Tree (CART), Predictive Modeling, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Mathematical Software, Programming Principles, Computer Programming, Scripting, Data Structures, Machine Learning Algorithms

      Beginner · Specialization · 1 - 3 Months

    • M

      Microsoft

      Data Cleaning & Processing with Copilot in Excel

      Skills you'll gain: Data Cleansing, Prompt Engineering, Data Processing, Microsoft Excel, Data Manipulation, Microsoft Copilot, Data Quality, Data Transformation, Data Integrity, Data Validation, Data-Driven Decision-Making, Data Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 3 Months

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1…212223…57

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

    • Snowflake - SnowPro Core Certification Preparation: Board Infinity
    • Managing AI Projects: From Strategy to Delivery: Johns Hopkins University
    • How to Develop Standard Operating Procedures (SOPs): Coursera Instructor Network
    • Planificación y estrategia de marketing digital: Tecnológico de Monterrey
    • WordPress 101 - The Complete Guide: Packt
    • Plant Design & Economics: Coursera Instructor Network
    • Introducción a la Gestión de Operaciones: University of Pennsylvania
    • Linear Regression with Python: Coursera Project Network
    • Introduction to AI: Key Concepts and Applications: Johns Hopkins University
    • Cost Optimization and Data Tiering with BigLake and Cloud Storage: Google Cloud

    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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