Dive into a comprehensive 4.5-hour video tutorial series on MATLAB for beginners with English subtitles. Start from installation and basic syntax, progressing through arithmetic operations, functions, and constants. Explore linear algebra, control structures like loops and conditionals, and various data types. Learn to plot data, create advanced visualizations, and perform data analysis. Master techniques for loading, saving, and manipulating data, including sound and image processing. Delve into signal processing concepts such as Fourier transforms and filters. Gain practical experience with exercises in sound and image manipulation. Conclude with an introduction to probability, including random value generation, distributions, and hypothesis testing. Equip yourself with essential MATLAB skills for scientific computing and data analysis through hands-on lessons and practical examples.
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
