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