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所在平台: Udemy |
课程主页: https://www.udemy.com/course/master-matlab-through-guided-problem-solving/
课程评论：没有评论
课程名称：通过指导性问题解决精通MATLAB 课程概述：MATLAB是科学计算的首选编程语言，广泛应用于大学、研究和工业领域。卓越的MATLAB编程技能对工程、物理、生物、金融等多个领域的职业发展至关重要。然而，如何有效学习MATLAB编程呢？本课程独特之处在于，它不是通过短视频教授基础语法，而是从实际问题出发，关注可以用MATLAB解决的数据科学问题。课程涵盖信号过滤、复杂公式的MATLAB代码转换、三维模拟影片的制作、分形数学生成的纹理景观、数据矩阵的低秩近似计算等实际应用。 如果你希望通过动手实践和世界级科学家的指导，增强解决实际问题的信心，并在MATLAB编程方面做出进步，本课程将非常适合你。课程内容涵盖基础知识（如循环、函数、输入输出等）以及中高级主题，包括2D和3D绘图、图像和时间序列分割、微积分与微分方程分析、线性代数、非参数统计和非线性模型拟合等。 如果你希望快速提升自己的MATLAB技能，推动职业发展，现在就可以报名参加课程，开始学习吧！
MATLAB is the premier programming language of scientific computing in university, research, and industry. Excellent MATLAB programming skills can make or break a career in engineering, physics, biology, finance, and many other fields. But how do you learn how to program in MATLAB? Sure, you can watch some tutorial videos online, but those videos generally focus on the most basic coding skills, like what is a variable and how to write a for-loop. Those are important foundations, but they won't make you competitive. If you want to be competitive, you need to become a master at MATLAB programming. And that's what you'll learn in this course. This course is different from other MATLAB programming courses! Rather than having short videos that presents a simple piece of MATLAB syntax, this course starts from the real-world perspective: Problems in data science that you can solve with MATLAB.Do you need to learn how to filter your signal in MATLAB? There's a section for that!Do you have a complicated formula and you need to translate it into MATLAB code and make a graph that simulates the formula with different parameters? Yeah, there's a section on that as well!Do you need to make a movie of a 3D simulation changing in color over time and then export as an.avi file? This course covers that as well! Maybe you want to learn how to make textured landscapes using fractal math, or use SVD to compute the low-rank approximation of a data matrix, or use nonlinear search methods to fit a 3-parameter Gaussian model to data? You guessed it - it's all covered in this course!If you are looking for a slow, gentle course that will take baby-steps to teach you what you could have learned on your own, then this is not that course. If you want to gain confidence in solving real-world problems in MATLAB coding to advance your studies, your research, and your career by learning MATLAB programming from a single course with >35 hours of hands-on instruction from a world-class scientist, teacher, and writer, then this course is definitely right for you.Key topics covered. The basic stuff: loops, functions, IO, etc. Core skills you need to be able to progress with MATLAB for scientific computing or data science. The more intermediate and advanced topics in the course include:2D and 3D plotting, and data animations (movies) Image and time series segmentation Calculus and differential equations Univariate and multivariate time series cleaning and analysis Spectral (Fourier) and time-frequency analyses Linear algebra including eigendecomposition, orthogonalization, and principal components analysis Generating fractal pictures and time series Nonparametric statistics and nonlinear model fitting Get started today! There is no doubt that MATLAB is the premier programming language of scientific computing and data science in university, research, and industry. The sooner you sign up for this course, the sooner you will be able to advance your career in engineering, physics, biology, finance (or other fields using MATLAB). Why not get started today? Click the Signup button to sign up for the course!
