The Complete MATLAB Mastery - From a Beginner to an Expert

所在平台: Udemy

课程主页: https://www.udemy.com/course/the-complete-matlab-mastery-course-for-beginners/

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课程简介

**课程名称:** MATLAB 完全精通 - 从入门到专家 **课程概述:** 本课程旨在帮助您从 MATLAB 新手蜕变为 MATLAB 大师。课程由全球顶尖的 MATLAB 贡献者之一 Hristo Zhivomirov 亲自监督开发,内容丰富,无论您是初学者还是已具备一定 MATLAB 经验,都能从中获益。 MATLAB(MATrix LABoratory)是一种高级交互式编程语言和编程环境,是进行数值实验和方法实现的强大工具。它能帮助您轻松设计算法、分析数据并进行可视化。 **您将学习:** * **变量:** 深入了解 MATLAB 中的变量,包括类型、类型转换、命名约定、分号用法等。 * **基本算术运算:** 掌握运算符优先级和括号的使用,轻松处理复杂表达式。 * **向量(Vectors):** 学会如何用向量思维,执行各种向量操作,如拼接、提取子向量等。 * **矩阵(Matrices):** 全面掌握 MATLAB 矩阵操作,并学习一项能使代码运行速度提升高达 100 倍的优化技巧。 * **数据可视化:** 学习如何有效地可视化数据,以便更好地理解和分享您的工作成果。 * **MATLAB 编程:** 利用条件语句、循环和函数来控制代码流程,编写更简洁、模块化的代码。 **课程特色:** * 由经验丰富的专家授课。 * 内容循序渐进,适合不同水平的学习者。 * 提供每节课的源代码文件供下载和参考。 **课程目标:** 在本课程结束时,您将能够自信地使用 MATLAB 进行数据分析、算法设计和可视化,成为一名熟练的 MATLAB 用户。

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课程详情

This course will transform you from a MATLAB Novice into a MATLAB Master. The course was developed under the strict oversight of Hristo Zhivomirov who is one of the top 50 MATLAB contributors Worldwide (search for his name in Google). The course is structured in a way that is suitable for both beginners and those that already have some experience with MATLAB, there is a lot of information for everyone. Everything in our world today can be viewed as some kind of a matrix, and I'm not talking about the Matrix Trilogy. For exampleMeasuring the temperature of a patient every 2 hours, can be represented with a one dimensional matrix, which is also called a vector Monochromatic (black and white) image is a two dimensional matrix, the values in each cell in the matrix is representing the gradation of the gray color Measuring temperature in a room for example, rooms are 3D, so we need x, y, z to describe the position at which we take our measurements, and the value is the temperature, that is a three dimensional matrix Measure now the change of that temperature over a period of time and the temperature becomes a fourth dimensionNow add time in the mix and you get… a fifth dimension!Actually MATLAB has no restrictions on dimensions, you can work with 4, 5, 6 and more dimensions in a single matrix!How to handle The Matrix: It is not necessary to look for the red pill, like Neo had to - what you actually need is MATLAB, which means MATrix LABoratory contrary to popular belief. MATLAB is a programming language of high level and interactive programming environment that lets you easily implement numeric experiments and methods, allowing you to design algorithms, analyze data and visualize that data in a very, very powerful way. You will learn: Variables, everything you need to know about variables in matlab, their types or lack of types, converting between different types, naming conventions, the semicolon operator and more Basic Arithmetic Operations in MATLAB, the most important thing in this section of the course are the Brackets and the Order of operations, many beginners get lost when they encounter complex expressions, and you will become a master of thoseRight after that we are diving into deep waters starting with Vectors, you will learn how to think in vectors and perform a variety of different operations on and with vectors. Concatenating vectors, extracting or selecting subvectors, and more Matrices are next on the line, but you wont need any pills, because I have you covered, you will learn everything you need to know about working with Matrices in MATLAB and you will also learn a trick in this section that will help you optimize your code and make it run up to 100 times faster! Data visualization, because, well, whats the point of working with Data if you cant understand it or share it with other people, visualizing data is key in any area of work And finally we get to the actual MATLAB Programming by utilizing conditional statements, loops and functions to control the flow of your code, write less code, and make your code modular.Each section contains a source code file at the end so that you can download and review the code that I have written in the lectures!I hope that you will enjoy this course, as much as I did creating it, so lets dive right into it!I welcome you to the course!

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