Course

Unit I

MATLAB Fundamentals 

• Familiarization with MATLAB environment: Desktop, Command Window, Workspace, and Current Directory. 
• Study of MATLAB data types and variable operations. 
• Writing basic MATLAB programs using arithmetic and logical operations. 
• Implementation of input–output operations in MATLAB. 

Unit II

Matrices, Control Structures & Plotting 

• Matrix creation and manipulation using built-in functions. 
• Implementation of control flow statements: if, switch, for, and while. 
• String operations and formatting in MATLAB. 
• Implementation of array operations and matrix algebra. 
• Solving systems of linear equations using MATLAB. 
• Basic plotting and graphics: 2D and 3D plots using plot, subplot, bar, and hist. 

Unit III

Numerical Methods & M-files 

• Writing and executing M-file scripts and functions. 
• Debugging MATLAB programs using breakpoints and debugging tools. 
• Computation of Eigenvalues and Eigenvectors of a matrix. 
• Polynomial operations and root-finding methods (Bisection, Newton-Raphson). 
• Interpolation techniques and least squares regression. 

Unit IV

MATLAB Toolboxes 

• Statistical data analysis using Statistics and Machine Learning Toolbox. 
• Implementation of basic machine learning models using MATLAB. 
• Image processing operations using Image Processing Toolbox (image enhancement, filtering). 
• Text preprocessing and analysis using Text Analytics Toolbox. 
• Introduction to Deep Learning Toolbox and simple neural network implementation. 

Unit V

GUI Design & Application Development 

• Design of a Graphical User Interface (GUI) using MATLAB App Designer. 
• Implementation of GUI components: buttons, sliders, text boxes, and panels. 
• Writing callback functions for GUI components. 
• Designing dialog boxes and menu-driven applications. 
• Mini Project: MATLAB GUI-based application integrating computation, visualization, or data analysis 

Course Description  

This course helps the students with how to use the MATLAB software for image processing. This also explains how Matlab can be used for Mathematical Modeling, Linear Algebra, Numerical Analysis. The various tool boxes in MATLAB along with designing GUI applications are also covered in this course. 

 Course Objectives 

• To impart the knowledge to the students with MATLAB software. 

• To introduce students the use of a high-level programming language, Matlab. 

Course Outcomes 

CO-PO Mapping 

• http://www.eng-tips.com/threadminder.cfm?pid=575 
• http://www.matlabtutorials.com/mathforum/ 
• http://www.mathworks.in/matlabcentral/ 
• http://www.cfd-online.com/Forums/tags/matlab.html 
• http://diydrones.com/forum/topic/listForTag?tag=Matlab 
• MATLAB Manuals and Handbooks 
• Duane Hanselman, Bruce Little Field ―Mastering MATLAB 7, Pearson Education India