Syllabus

Syllabus we covered

Module 1

Introduction to MATLAB

Getting Started with MATLAB

Overview of MATLAB environment
Basic MATLAB commands and syntax
Variables and data types

MATLAB Interface and Operations

MATLAB desktop and command windows
Working with scripts and functions
Basic arithmetic and matrix operations

Module 2

Vectors and Matrices

Creating and Manipulating Vectors

Vector creation and indexing
Vector operations

Working with Matrices

Matrix creation and manipulation
Matrix operations and functions

Module 3

Data Visualization

Plotting Basics

Creating 2D plots (line plots, scatter plots, bar plots)
Customizing plots (labels, titles, legends)

Advanced Plotting

Subplots and multiple figures
3D plotting (surface plots, mesh plots)

Module 4

Programming Fundamentals

Control Flow Statements

Conditional statements (if, else if, else)
Looping constructs (for, while)

Writing Functions

Creating and using functions
Function handles and anonymous functions
Variable scope and function debugging

Module 5

Data Import and Export

Importing Data

Reading data from files (text, CSV, Excel)
Working with different data formats

Exporting Data

Writing data to files
Data formatting and storage options

Module 6

Data Analysis and Statistics

Descriptive Statistics

Calculating mean, median, mode, variance, and standard deviation
Data visualization for statistical analysis

Advanced Data Analysis

Regression analysis
Curve fitting and interpolation

Module 7

Symbolic Math with MATLAB

Introduction to Symbolic Math

Symbolic variables and expressions
Simplification and substitution

Symbolic Calculations

Differentiation and integration
Solving algebraic and differential equations

Module 8

Signal Processing and Filtering

Basics of Signal Processing

Discrete and continuous signals
Fourier Transform and spectral analysis

Filtering Techniques

Designing and applying filters
Noise reduction and signal smoothing

Module 9

Advanced Topics

Image Processing with MATLAB

Basics of image processing
Image filtering, transformation, and analysis

Simulink Introduction

Overview of Simulink environment
Creating and simulating models

Module 10

Final Project and Applications

Application Development

Developing simple GUI applications with MATLAB
Practical applications in engineering and science

Final Project Presentation

Students present their final projects
Feedback and discussion
Assessment and Evaluation
Module-based assignments and quizzes
Mid-course project
Final project and presentation