Course curriculum

1
Introduction to MATLAB
 Matlab Installation Resources
 Basic Syntax
 Basic Arithmetic
 Builtin Functions
 Linear Algebra
 For Loops, While Loops, If Statements
 Data Types

2
Plotting Data in MATLAB
 Plotting Data
 Data Analysis Plots
 Loading and Saving Data
 Subplots, 3D Plots, Labeling Plots

3
Sound, Signal, and Image Processing In MATLAB
 Sound Processing
 Sound Processing Exercises
 Signal Processing
 Fourier Transform
 Low Pass Filters
 Image Processing
 Image Manipulation Exercises
 Convolution
 Gaussian Image Noise Reduction
 Gaussian Filter Blur and Edge Detection

4
MATLAB and Probability
 Introduction to Probability
 Measuring Probability
 Generating Random Values
 Birthday Paradox
 Continuous Variables
 Mean and Variance
 Gaussian Normal Distribution
 Test for Normality
 2 Sample Tests
 Multivariate Gaussian