This course aims to teach beginners the fundamentals of MATLAB. By the end of the course, students will be able to perform basic arithmetic, work with functions and constants, conduct linear algebra operations, analyze and plot data, process sound and signals, manipulate images, understand probability concepts, and conduct hypothesis testing. The course covers topics such as Fourier Transform, Gaussian Image Noise Reduction, and Multivariate Gaussian. The teaching method includes video lectures with English subtitles. This course is intended for absolute beginners who have no prior experience with MATLAB and are looking to learn the basics of the software.
Overview
Syllabus
Learn MATLAB Episode #1: Installation & Resources.
Learn MATLAB Episode #2: Basic Syntax.
Learn MATLAB Episode #3: Basic Arithmetic.
Learn MATLAB Episode #4: Functions & Constants.
Learn MATLAB Episode #5: Linear Algebra.
Learn MATLAB Episode #6: For Loops, While Loops, If/Else Statements.
Learn MATLAB Episode #7: Data Types.
Learn MATLAB Episode #8: Plotting Data.
Learn MATLAB Episode #9: Data Analysis Plots.
Learn MATLAB Episode #10: Loading & Saving Data.
Learn MATLAB Episode #11: Subplots, 3D Plots, Labeling Plots.
Learn MATLAB Episode #12: Sound Processing.
Learn MATLAB Episode #13: Sound Processing Exercises.
Learn MATLAB Episode #14: Signal Processing.
Learn MATLAB Episode #15: Fourier Transform.
Learn MATLAB Episode #16: Low Pass Filters.
Learn MATLAB Episode #17: Image Processing.
Learn MATLAB Episode #18: Image Manipulation Exercises.
Learn MATLAB Episode #19: Convolution.
Learn MATLAB Episode #20: Gaussian Image Noise Reduction.
Learn MATLAB Episode #21: Gaussian Filter Blur and Edge Detection.
Learn MATLAB Episode #22: Introduction to Probability.
Learn MATLAB Episode #23: Measuring Probability.
Learn MATLAB Episode #24: Generating Random Values.
Learn MATLAB Episode #25: Birthday Paradox.
Learn MATLAB Episode #26: Continuous Variables.
Learn MATLAB Episode #27: Mean and Variance.
Learn MATLAB Episode #28: Gaussian (Normal) Distribution.
Learn MATLAB Episode #29: Hypothesis Testing.
Learn MATLAB Episode #30: 2 Sample Tests.
Learn MATLAB Episode #31: Multivariate Gaussian.
Taught by
Joseph Delgadillo
