- Overview of MATLAB: Explanation of MATLAB as a programming and numeric computing platform designed for engineers and scientists.
- Key Features: Description of key features such as matrix manipulations, plotting of functions and data, and the creation of user interfaces.
- MATLAB Environment: Overview of the interface, including the Command Window, Workspace, and Editor.
- Installing MATLAB: A step-by-step guide to installing and setting up MATLAB.
- Basic Syntax and Operations: Explanation of basic commands, variable declarations, and simple arithmetic operations.
- Introduction to Variables and Data Types: Overview of MATLAB’s data types, including doubles, integers, characters, and logicals.
- First Script in MATLAB: How to create and run a basic script.
- Data Importing: How to import data from spreadsheets, text files, and other formats.
- Data Processing: Using built-in functions for data cleaning, transformation, and analysis.
- Data Visualization: Creating plots (line plots, scatter plots, bar graphs, etc.) and customizing them for effective presentation.
- Statistical Analysis: Basic statistical operations and functions, such as mean, median, standard deviation, and correlation.
- Control Flow: Explanation of if, else, for, and while loops.
- Functions and Scripts: How to create reusable functions and call them within scripts.
- Error Handling: Using try and catch to manage errors.
- File I/O: Reading from and writing to files.
- Overview of Popular Toolboxes: Description of commonly used MATLAB toolboxes like Image Processing, Machine Learning, Optimization, and Statistics and Machine Learning.
- Installing and Using Toolboxes: Guide on how to install and start using toolboxes for specific applications.
- Toolbox-Specific Functions: Highlighting unique functions and features provided by different toolboxes.
- Hands-on Project Examples: Step-by-step guides for building simple projects, such as signal analysis, data visualization dashboards, or an interactive UI.
- Real-World Applications: Case studies on how MATLAB is used in industry applications like automotive, aerospace, and financial modeling.
- Creating Apps with MATLAB App Designer: Building graphical user interfaces (GUIs) and apps with the MATLAB App Designer.
