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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

      Stanford University

      Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

      Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.3K reviews

      Intermediate · Course · 1 - 4 Weeks

    • S

      Starweaver

      Effective Inventory Management and Optimization

      Skills you'll gain: Inventory Control, Inventory Management, Demand Planning, Inventory Management System, Customer Demand Planning, Materials Management, Forecasting, Cost Reduction, Cost Management, Key Performance Indicators (KPIs), Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      30 reviews

      Beginner · Course · 1 - 4 Weeks

    • M

      Microsoft

      Data Processing and Optimization with Generative AI

      Skills you'll gain: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Data Integrity, Data Validation, Personally Identifiable Information, Information Privacy

      3.9
      Rating, 3.9 out of 5 stars
      ·
      14 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Retrieval Optimization: Tokenization to Vector Quantization

      Skills you'll gain: Text Mining, Large Language Modeling, Performance Tuning, Unstructured Data

      Beginner · Project · Less Than 2 Hours

    • U

      University of California San Diego

      Algorithms on Graphs

      Skills you'll gain: Graph Theory, Algorithms, Network Routing, Programming Principles, Data Structures, Network Analysis, Pseudocode, Network Model

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.3K reviews

      Intermediate · Course · 1 - 3 Months

    • N

      Northeastern University

      Industrial Optimization: Models & Linear Programming

      Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Process Optimization, Business Modeling, Complex Problem Solving, Data Analysis Software

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Instructor Network

      Mastering SEO with Jasper: Ranking and Optimization

      Skills you'll gain: Blogs, Search Engine Optimization, Keyword Research, Web Content, Web Analytics and SEO, Content Creation, Content Marketing, Online Advertising, Drive Engagement, Generative AI

      3.7
      Rating, 3.7 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 4 Weeks

    • W

      Whizlabs

      AWS: Security and Cost Optimization strategies

      Skills you'll gain: AWS Identity and Access Management (IAM), Disaster Recovery, Identity and Access Management, Amazon Web Services, Cloud Security, Cloud Management, Amazon Elastic Compute Cloud, Data Security, Public Cloud, Infrastructure Security

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free
      Free
      J

      Johns Hopkins University

      Advanced Business Analytics: Excel Optimization & Simulation

      Skills you'll gain: Operations Research, Resource Allocation, Simulation and Simulation Software, Microsoft Excel, Business Analytics, Data-Driven Decision-Making, Business Risk Management, Transportation Operations, Risk Analysis, Process Optimization, Statistical Methods, Business Modeling, Logistics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      18 reviews

      Mixed · Course · 1 - 3 Months

    • N

      Novartis

      Lead Selection & Optimization

      Skills you'll gain: Pharmacology, Pharmaceuticals, Clinical Research, Biochemistry, Chemistry, Laboratory Research, Infectious Diseases, Research Design

      5
      Rating, 5 out of 5 stars
      ·
      21 reviews

      Intermediate · Course · 1 - 4 Weeks

    • G

      Google Cloud

      GKE Workload Optimization

      Skills you'll gain: Kubernetes, Load Balancing, Google Cloud Platform, Containerization, Performance Testing, Application Performance Management, Configuration Management

      Intermediate · Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Supply Chain Network Optimization Using MILP on RStudio

      Skills you'll gain: Operations Research, Supply Chain, Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Optimization, Capacity Planning, Production Planning, R Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      11 reviews

      Beginner · Guided Project · Less Than 2 Hours

    Optimization learners also search

    Mathematical Optimization
    Discrete Optimization
    Convex Optimization
    Performance Management
    Systems Engineering
    Computing
    A/B Testing
    Parallel Programming
    1234…55

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

    • Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford University
    • Effective Inventory Management and Optimization : Starweaver
    • Data Processing and Optimization with Generative AI: Microsoft
    • Retrieval Optimization: Tokenization to Vector Quantization: DeepLearning.AI
    • Algorithms on Graphs: University of California San Diego
    • Industrial Optimization: Models & Linear Programming: Northeastern University
    • Mastering SEO with Jasper: Ranking and Optimization: Coursera Instructor Network
    • AWS: Security and Cost Optimization strategies: Whizlabs
    • Advanced Business Analytics: Excel Optimization & Simulation: Johns Hopkins University
    • Lead Selection & Optimization: Novartis

    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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