Description
In this course, you will learn everything you need to know to get started with MATLAB, from the basic syntax to advanced concepts like sound, signal, and image processing, as well as probability and statistics.
We will begin by introducing you to the MATLAB environment and how to install and use it effectively. You will learn how to use basic syntax and perform basic arithmetic, and you will also become familiar with the built-in functions that MATLAB offers.
Next, we will cover linear algebra, including matrices and vectors, which is essential for data analysis and manipulation. You will also learn how to use for loops, while loops, and if statements, which are useful for automating tasks and making decisions in your code.
In the second half of the course, you will learn how to plot data in MATLAB, including data analysis plots, and how to load and save data. You will also learn advanced plotting techniques, such as subplots, 3D plots, and labeling plots.
We will then delve into sound, signal, and image processing, where you will learn how to process and manipulate sound and image files using MATLAB. You will become familiar with signal processing concepts, such as Fourier transforms and low pass filters, and image processing techniques, including convolution and Gaussian image noise reduction.
Finally, we will wrap up the course by exploring probability and statistics in MATLAB, where you will learn how to measure probability, generate random values, and test for normality. You will also learn about continuous variables, mean and variance, and 2 sample tests.
By the end of this course, you will have a solid understanding of MATLAB and how to use it effectively for data analysis, visualization, and sound and image processing. Whether you’re a student, researcher, or anyone interested in learning MATLAB, this course will provide you with a strong foundation to start exploring and working with this powerful tool.
