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    • Optimization

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    325 results for "optimization"

    • Free

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      National Taiwan University

      Operations Research (1): Models and Applications

      Skills you'll gain: Operations Research, Research and Design, Strategy and Operations

      4.8

      (328 reviews)

      Beginner · Course · 1-3 Months

    • Free

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      National Taiwan University

      Operations Research (2): Optimization Algorithms

      Skills you'll gain: Operations Research, Research and Design, Strategy and Operations, Theoretical Computer Science, Algebra, Algorithms, Linear Algebra, Mathematics, Supply Chain and Logistics, Transportation Operations Management

      4.8

      (64 reviews)

      Intermediate · Course · 1-3 Months

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      Imperial College London

      Mathematics for Machine Learning

      Skills you'll gain: Mathematics, Algebra, Linear Algebra, Machine Learning, Python Programming, Probability & Statistics, General Statistics, Calculus, Computer Programming, Applied Mathematics, Mathematical Theory & Analysis, Statistical Programming, Algorithms, Dimensionality Reduction, Regression, Theoretical Computer Science, Basic Descriptive Statistics, Data Analysis, Probability Distribution, Artificial Neural Networks, Computer Graphic Techniques, Computer Graphics, Computer Networking, Deep Learning, Differential Equations, Experiment, Machine Learning Algorithms, Network Model

      4.6

      (13.4k reviews)

      Beginner · Specialization · 3-6 Months

    • Free

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      The University of Melbourne

      Discrete Optimization

      Skills you'll gain: Computer Science, Mathematics, Applied Mathematics, Computer Programming, Geometry, Linear Algebra, Python Programming, Algorithms, Entrepreneurship, Graph Theory, Market Research, Operations Research, Programming Principles, Research and Design, Software Engineering, Software Testing, Statistical Programming, Strategy and Operations, Theoretical Computer Science

      4.8

      (702 reviews)

      Intermediate · Course · 1-3 Months

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      Columbia University

      Optimization Methods in Asset Management

      Skills you'll gain: Finance, Risk Management, Probability & Statistics, General Statistics

      4.3

      (16 reviews)

      Intermediate · Course · 1-3 Months

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      University of California, Irvine

      Supply Chain Optimization

      Skills you'll gain: Operations Research, Research and Design, Strategy and Operations, Supply Chain Systems, Supply Chain and Logistics

      Intermediate · Course · 1-4 Weeks

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      University of Minnesota

      Optimization for Decision Making

      Skills you'll gain: Mathematics, Mathematical Theory & Analysis, Operations Research, Research and Design, Strategy and Operations, Accounting, Microsoft Excel

      4.7

      (30 reviews)

      Beginner · Course · 1-4 Weeks

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      Free

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      National Taiwan University

      Operations Research (3): Theory

      Skills you'll gain: Operations Research, Research and Design, Strategy and Operations, Mathematical Theory & Analysis, Mathematics

      5.0

      (45 reviews)

      Advanced · Course · 1-3 Months

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      Free

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      Stanford University

      Game Theory II: Advanced Applications

      Skills you'll gain: Game Theory, Mathematics, Algebra, Algorithms, Amazon Web Services, Applied Machine Learning, Applied Mathematics, ArcGIS, Artificial Neural Networks, Cloud Computing, Design and Product, Entrepreneurship, Leadership and Management, Machine Learning, Market Research, Marketing, Product Management, Product Marketing, Research and Design, Sales, Statistical Programming, Strategy, Strategy and Operations, Theoretical Computer Science

      4.7

      (592 reviews)

      Advanced · Course · 1-3 Months

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      Free

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      The Chinese University of Hong Kong

      离散优化建模基础篇 Basic Modeling for Discrete Optimization

      Skills you'll gain: Communication, Marketing

      4.8

      (32 reviews)

      Intermediate · Course · 1-4 Weeks

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      Coursera Project Network

      Portfolio Optimization using Markowitz Model

      Skills you'll gain: Business Analysis, Correlation And Dependence, Finance, General Statistics, Investment Management, Risk Management, Spreadsheet Software, Leadership and Management, Microsoft Excel

      4.4

      (270 reviews)

      Intermediate · Guided Project · Less Than 2 Hours

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      Free

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      The Chinese University of Hong Kong

      离散优化算法篇 Solving Algorithms for Discrete Optimization

      Intermediate · Course · 1-4 Weeks

    Searches related to optimization

    optimization for decision making
    optimization of sql query tuning and performance
    optimization methods in asset management
    discrete optimization
    portfolio optimization using markowitz model
    search engine optimization (seo)
    ml parameters optimization: gridsearch, bayesian, random
    search engine optimization
    1234…28

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

    • Operations Research (1): Models and Applications: National Taiwan University
    • Operations Research (2): Optimization Algorithms: National Taiwan University
    • Mathematics for Machine Learning: Imperial College London
    • Discrete Optimization: The University of Melbourne
    • Optimization Methods in Asset Management: Columbia University
    • Supply Chain Optimization: University of California, Irvine
    • Optimization for Decision Making: University of Minnesota
    • Operations Research (3): Theory: National Taiwan University
    • Game Theory II: Advanced Applications: Stanford University
    • 离散优化建模基础篇 Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong

    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.‎

    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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