Master MATLAB for Engineering Applications

Module 1: Introduction to MATLAB

• MATLAB Syntax

• Live Scripts

• File Types in MATLAB

Module 2: Arithmetic Operations

• MATLAB Algebra

• Polynomials

• Differential Equations

• MATLAB Data Types

• Logical Operations

• Matrix Operations using MATLAB

Module 3: Creating User-Defined Functions

• Inline Functions

• Conditional Structures

• Loops

• Handling Errors in MATLAB Codes

Module 4: MATLAB Graphs and Graphics

• 2D Plots

• 3D Plots

• Function Plotters

• Plot Aesthetics

• Solving Quadratic Equations by Graphical Method

Module 5: Introduction to Signals

• Generation of Signals

• Sampling Theorem

• Test Signals

Module 6: Introduction to Image Processing

• Image Arithmetic with Examples

• Image Geometry

• Optical Illusions

• Image Conversion

Module 7: Introduction to GUI Development

• Basics of MATLAB GUI

• Creating Interactive Applications

Module 8: Pop-up Menu Example

• Implementing Pop-up Menus in GUI

• Handling User Inputs

Module 9: Advanced MATLAB for Image Processing

• Image Processing Techniques

• Image Classification

• Deep Learning and Artificial Neural Networks (ANNs)

• Convolutional Neural Networks (CNNs)

Projects:

• Project 1: Camera Interfacing with MATLAB

• Project 2: Image Processing (Denoising and Filtering) Algorithm Implementation

• Project 3: Image Classification of Crop Diseases with CNN

• Project 4: Object Recognition with MATLAB