If you would like to get started using MATLAB, you are going to LOVE this 4+ hour video course! Go from beginner to advanced with tutorials covering basic MATLAB programming, loading and saving data, data visualization, signal & image processing and data science applications.
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Below is a list of topics covered in this MATLAB course:
- What is Matlab, how to download Matlab, and where to find help
- Introduction to the Matlab basic syntax, command window, and working directory
- Basic matrix arithmetic in Matlab including an overview of different operators
- Learn the built in functions and constants and how to write your own functions
- Solving linear equations using Matlab
- For loops, while loops, and if statements
- Exploring different types of data
- Plotting data using the Fibonacci Sequence
- Plots useful for data analysis
- How to load and save data
- Subplots, 3D plots, and labeling plots
- Sound is a wave of air particles
- Reversing a signal
- The Fourier transform lets you view the frequency components of a signal
- Fourier transform of a sine wave
- Applying a low-pass filter to an audio stream
- To store images in a computer you must sample the resolution
- Basic image manipulation including how to flip images
- Convolution allows you to blur an image
- A Gaussian filter allows you reduce image noise and detail
- Blur and edge detection using the Gaussian filter
- Introduction to Matlab & probability
- Measuring probability
- Generating random values
- Birthday paradox
- Continuous variables
- Mean and variance
- Gaussian (normal) distribution
- Test for normality
- 2 sample tests
- Multivariate Gaussian
Happy learning!
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