Chapter 1: Introduction to MATLAB
- Lesson 1: What is C#?
- Lesson 1: What is MATLAB?
- Lesson 2: History and Evolution of MATLAB
- Lesson 3: Applications and Use Cases of MATLAB
- Lesson 4: Installing and Setting Up MATLAB
- Lesson 5: Navigating the MATLAB Interface
- Lesson 6: Writing Your First MATLAB Script
- Lesson 7: Understanding MATLAB Syntax and Commands
Chapter 2: Variables and Data Types in MATLAB
- Lesson 1: Declaring and Initializing Variables
- Lesson 2: Numeric Data Types
- Lesson 3: Logical and Character Data Types
- Lesson 4: Working with Arrays and Matrices
- Lesson 5: Structures and Cell Arrays
- Lesson 6: Persistent and Global Variables
- Lesson 7: Handling Large Data with Tables and Timetables
Chapter 3: Operators and Expressions
- Lesson 1: Arithmetic Operators
- Lesson 2: Relational and Logical Operators
- Lesson 3: Matrix and Element-wise Operations
- Lesson 4: Special Operators (colon, dot, etc.)
- Lesson 5: Using Built-in Functions in Expressions
Chapter 4: Control Structures in MATLAB
- Lesson 1: if, else, and elseif Statements
- Lesson 2: switch-case Constructs
- Lesson 3: Loops: for, while, and nested loops
- Lesson 4: Breaking and Continuing Loops
- Lesson 5: Vectorizing Loops for Performance
Chapter 5: Functions in MATLAB
- Lesson 1: Creating Functions
- Lesson 2: Input and Output Arguments
- Lesson 3: Anonymous Functions
- Lesson 4: Nested and Subfunctions
- Lesson 5: Function Handles and Callbacks
- Lesson 6: Managing Function Files
Chapter 6: Data Visualization
- Lesson 1: Basic 2D Plotting
- Lesson 2: Advanced Plot Customization (Legends, Labels, etc.)
- Lesson 3: 3D Plotting and Surface Plots
- Lesson 4: Animations and Dynamic Visualizations
- Lesson 5: Exporting Graphics
Chapter 7: MATLAB Programming Best Practices
- Lesson 1: Writing Clean and Readable Code
- Lesson 2: Debugging and Error Handling
- Lesson 3: Code Performance Optimization
- Lesson 4: Unit Testing in MATLAB
Chapter 8: Working with Files and Data
- Lesson 1: Importing and Exporting Data
- Lesson 2: Working with Excel, CSV, and Text Files
- Lesson 3: Handling Images and Audio Data
- Lesson 4: File I/O and Directory Management
Chapter 9: Advanced Matrix Operations
- Lesson 1: Solving Linear Systems
- Lesson 2: Eigenvalues and Eigenvectors
- Lesson 3: Singular Value Decomposition (SVD)
- Lesson 4: Matrix Factorization Techniques
Chapter 10: Signal Processing in MATLAB
- Lesson 1: Introduction to Signal Processing
- Lesson 2: Filtering and FFT
- Lesson 3: Time-Frequency Analysis
- Lesson 4: Digital Signal Processing (DSP)
Chapter 11: Toolboxes in MATLAB
- Lesson 1: Overview of MATLAB Toolboxes
- Lesson 2: Image Processing Toolbox
- Lesson 3: Machine Learning Toolbox
- Lesson 4: Control System Toolbox
- Lesson 5: Simulink Integration with MATLAB
Chapter 12: Advanced Mathematics and Specialized Topics
- Lesson 1: Algebra
- Lesson 2: Interpolation
- Lesson 3: Polynomials
- Lesson 4: Transformation
- Lesson 5: Object-Oriented Programming (OOP)
- Lesson 6: Integration
- Lesson 7: Linear Algebra
- Lesson 8: Numerical Integration
- Lesson 9: Symbolic Mathematics
- Lesson 10: MATLAB GUI
Chapter 1: Introduction to Simulink
- Lesson 1: What is Simulink?
- Lesson 2: Setting Up the Simulink Environment
- Lesson 3: Understanding the Simulink Interface
- Lesson 4: Creating Your First Simulink Model
Chapter 2: Modeling Basics
- Lesson 1: Blocks, Signals, and Systems
- Lesson 2: Connecting and Configuring Blocks
- Lesson 3: Simulating Models
- Lesson 4: Working with Scopes and Data Logging
Chapter 3: Simulink Libraries and Components
- Lesson 1: Standard Simulink Libraries
- Lesson 2: Creating Custom Libraries
- Lesson 3: Subsystems and Model Referencing
- Lesson 4: Masking Subsystems for Customization
Chapter 4: Signal Routing and Processing
- Lesson 1: Multiplexing and Demultiplexing Signals
- Lesson 2: Using Signal Selectors and Switches
- Lesson 3: Signal Attributes and Data Types
- Lesson 4: Advanced Signal Processing
Chapter 5: Stateflow in Simulink
- Lesson 1: Introduction to Stateflow
- Lesson 2: Modeling Finite State Machines
- Lesson 3: Event-Driven Systems
- Lesson 4: Hierarchical State Machines
Chapter 6: Simulation and Analysis
- Lesson 1: Simulation Parameters and Options
- Lesson 2: Analyzing Simulation Results
- Lesson 3: Debugging Simulink Models
- Lesson 4: Using Simulink Profiler
Chapter 7: Code Generation with Simulink
- Lesson 1: Introduction to Simulink Code Generation
- Lesson 2: Generating C/C++ Code
- Lesson 3: Verifying Generated Code
- Lesson 4: Customizing Code Generation
Chapter 8: Simulink for Control Systems
- Lesson 1: Designing Controllers in Simulink
- Lesson 2: Tuning PID Controllers
- Lesson 3: Control System Toolbox Integration
- Lesson 4: Advanced Control Techniques
Chapter 9: Model-Based Design
- Lesson 1: Principles of Model-Based Design
- Lesson 2: Requirements Management
- Lesson 3: Verification and Validation
- Lesson 4: Managing Model Variants
Chapter 10: Advanced Features in Simulink
- Lesson 1: Simscape for Physical Modeling
- Lesson 2: Multidomain Modeling
- Lesson 3: MATLAB Function Blocks
- Lesson 4: Interfacing Simulink with Hardware
Chapter 11: Modern Features in Recent Releases
- Lesson 1: Enhanced Simulation Capabilities
- Lesson 2: Updates in Stateflow and Simscape
- Lesson 3: New Block Features and Libraries
- Lesson 4: AI and Machine Learning Integration with Simulink