MATLAB: Fundamentals – Techbit Systems

About Course

Learn data science with MATLAB (or GNU Octave). This course covers matrix arithmetic, linear algebra, plotting, sound processing, fourier transforms, low-pass filters, image processing, convolution, gaussian filters, probability, normality and more.

Course Content

Section 1

Welcome to the Course
Introduction
Basic Syntax
Matrix Arithmetic

Section 2

Section 3

Section 4

Section 5

Section 6

Section 7

Section 8

Section 9

Section 10

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About Course

Course Content

Section 1

Welcome to the Course

Introduction

Basic Syntax

Matrix Arithmetic

Section 2

Built-In Functions

Linear Algebra

Loops and Conditionals

Section 3

Data Types and Data Structures

Plotting Data

Plots for Data

Section 4

Load and Save Data

Subplots, 3D Plots, and Labeling Plots

Section 5

Sound Processing

Sound Processing Exercises

Signal Processing

Fourier Transforms

Low Pass Filters

Section 6

Image Processing

Image Manipulation Exercises

Convolution

Section 7

Gaussian Introduction

Gaussian Filters

Blur and Edge Detection

Multivariate Gaussians

Section 8

Probability Introduction

Measuring Probability

Generating Random Values

Section 9

Birthday Paradox

Continuous Variables

Mean and Variance

Section 10

Tests for Normality

Two Sample Tests

How to Get Your Certificate

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