A Beginner's Guide to Numerical Methods in MATLAB

所在平台: Udemy

课程主页: https://www.udemy.com/course/numerical-methods/

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课程简介

Coursera 课程总结:MATLAB 数值方法入门指南 本课程主要介绍数值方法,涵盖了数学家和计算领域专业人士日常使用的常用方法和技术。 **课程核心内容:** * **计算机如何存储数字:** 讲解浮点数、精度和准确性的概念。 * **数值方法中的误差:** 识别和最小化在应用数值方法时可能遇到的各类误差。 * **迭代方法:** 学习一种和两点迭代方法。 * **插值与曲线拟合:** 掌握数据点之间的插值和函数逼近技术。 * **数值微分与积分:** 学习计算导数和积分的数值方法。 **课程形式:** * **视频讲座:** 结合理论讲解和实际的计算机应用演示。 * **MATLAB 文件:** 提供可供下载和运行的 MATLAB 代码示例。 * **测验:** 针对所学知识点设计的练习。 适合对计算和数值分析感兴趣的初学者。

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课程详情

This course is about Numerical Methods and covers some of the popular methods and approaches being used daily by mathematicians and everyone involved in computation. This course will teach you about How computers store numbers: what is floating point, what is precision and accuracy.The kinds of errors you are likely to encounter when applying numerical methods, and how to minimize them.One- and Two-Point iterative methodsInterpolation and Curve FittingNumerical Differentiation and Integration This course consists of the following materials: Video lectures, covering both the theory as well as demonstrating practical computer applicationsMATLAB files that you can download and runQuizzes related to the covered topics

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