English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 55 lectures (8h 8m) | 3.34 GB
MATLAB Programming Course: Simulation, Programming Code, and Simulink Programming for Comprehensive Learning
Comprehensive MATLAB Programming and App Development Course
This MATLAB Programming and App Development course is a complete guide for beginners and professionals who want to master MATLAB’s capabilities in programming, data visualization, and app creation. The course starts with an introduction to MATLAB, covering the environment, command window, workspace, editor, and file navigation. Students will learn how to create variables, explore data types, perform type casting, and manage matrices and vectors efficiently.
Matrix operations are at the core of MATLAB, and this course delves into matrix indexing, concatenation, and advanced functions like inverse, determinant, and row reduction. You’ll also explore MATLAB’s powerful plotting features, including 2D and 3D plots, continuous and discrete data visualization, and creating high-resolution (600 DPI) graphs for professional presentations.
The course emphasizes data integration by teaching how to import and export data as MAT, CSV, text, and image files. You’ll also learn to work with videos and directly integrate datasets into MATLAB for analysis.
Control flow topics, including conditional statements (IF-ELSE, SWITCH-CASE) and loops (FOR, WHILE), are thoroughly covered, enabling you to write dynamic and efficient code. Additionally, the course includes creating user-defined functions to build custom solutions.
In the advanced section, you’ll learn to use MATLAB’s App Designer to build interactive applications. This includes creating GUIs, adding callback functions, debugging, and packaging standalone apps for PC installation.
By the end of this course, you’ll have a strong foundation in MATLAB programming, data visualization, and app development, equipping you to tackle real-world engineering, scientific, and data science problems. Whether you’re a student, researcher, or professional, this course will empower you to leverage MATLAB for maximum impact.
What you’ll learn
- Master MATLAB Basics: Students will gain proficiency in navigating the MATLAB environment, managing variables, and performing matrix and vector operations.
- Perform Data Visualization: Learn to create high-quality 2D and 3D plots, continuous and discrete visualizations, and export professional-grade graphs.
- Design Interactive Apps: Create GUIs in MATLAB’s App Designer, add callbacks, debug, and package standalone apps for seamless distribution.
- Develop MATLAB Applications: Build custom user-defined functions, work with loops and conditional statements, and integrate data for real-world problem-solving.
Table of Contents
Introduction to MATLAB Master the Basics of Programming and Simulation
1 Introduction to MATLAB Learn the Basics of Programming and Technical Computing
2 Exploring the MATLAB Environment Mastering the Command Window Basics
3 MATLAB Environment Command Window Demo for Hands-On Learning
4 MATLAB Environment Understanding and Managing the Workspace
5 MATLAB Environment Mastering the Editor Window
6 MATLAB Environment Navigating and Utilizing the Current Folder
Understanding MATLAB Variables
7 Creating MATLAB Variables A Step-by-Step Guide
8 Exploring Data Types in MATLAB
9 Type Casting in MATLAB Converting Data Types with Precision
10 Working with 3D Matrices in MATLAB Manipulation and Visualization
11 Matrices in MATLAB Fundamentals and Advanced Operations
12 Matrix Indexing in MATLAB Accessing and Manipulating Data
13 Essential MATLAB Functions for Matrix Operations
14 Useful Functions for Matrix Operations in MATLAB
15 Vectors in MATLAB Creation, Operations, and Applications
Matrix Operations in MATLAB A Comprehensive Guide to Mathematical
16 Colon Operator in MATLAB Simplifying Matrix and Array Operations
17 Element-by-Element Operations in MATLAB A Detailed Guide to Array Calculations
18 Linear and Logical Indexing in MATLAB Efficient Data Selection and Manipulation
19 Matrix Concatenations in MATLAB Combining and Building Matrices
20 Matrix Operations in MATLAB Inverse, Determinant, and Row Reduction (rref)
21 Matrix Operations in MATLAB Mathematical and Computational Techniques
Import and Export Data in MATLAB Seamless Data Integration and Management
22 Exporting Data in MATLAB Save as MAT and CSV Files
23 Exporting Images in MATLAB Save Graphics as PNG Files
24 Exporting Tables in MATLAB Save Data as TXT and CSV Files
25 Direct Data Import in MATLAB Simplify Data Integration
26 Importing Text Files in MATLAB Step-by-Step Guide for Data Handling
27 Loading Data in MATLAB Converting to Matrix and Table Formats
28 Loading Images into MATLAB A Guide to Image Processing and Analysis
29 Loading Video Files into MATLAB A Step-by-Step Guide for Video Processing
D Plots in MATLAB Visualizing Data
30 D Plots in MATLAB Visualizing Data in Three Dimensions
31 Continuous and Discrete Plots in MATLAB Techniques for Data Visualization
32 Creating High-Quality Plots in MATLAB Tips for Professional Visualizations
33 Generating High-Resolution Plots in MATLAB Achieving 600 DPI
34 Importing Data into MATLAB and Creating Informative Plots
35 Combining Graphs in MATLAB Merging Multiple Plots into a Single Figure
36 Graphs and Plots in MATLAB A Comprehensive Guide to Data Visualization
37 Creating Subplots in MATLAB Displaying Multiple Plots in a Single Figure
Conditional Statements in MATLAB Control Flow for Dynamic Programming
38 IF-ELSE-END Statements in MATLAB Implementing Conditional Logic
39 IF-ELSEIF-ELSE-END in MATLAB Advanced Conditional Statements
40 IF-END Conditional Statement in MATLAB Simplifying Decision-Making
41 SWITCH-CASE Conditional Statement in MATLAB Streamlining Multi-Choice Logic
Loops and Conditional Logic in MATLAB Automating Repetitive Tasks
42 For Loop in MATLAB A Guide to Iterative Programming
43 Nested For Loops in MATLAB Mastering Multi-Level Iterations
44 While Loop in MATLAB Efficient Control for Repetitive Tasks
User-Defined Functions in MATLAB Building Custom Solutions
45 Creating Functions with No Output in MATLAB Simplifying Task Automation
46 MATLAB Function Example Building and Using Custom Functions
47 User-Defined Functions in MATLAB Creating Customized Programming
48 User-Defined Functions with Direct Input in MATLAB Streamlining Function Calls
App Designer in MATLAB Building Interactive Applications
49 Introduction to App Designer in MATLAB Creating Interactive User Interfaces
50 Building a Calculator GUI App in MATLAB App Designer
51 Creating a Simple GUI in MATLAB Draw a Graph with a Push Button Click
52 Adding Callback Functions to Number Buttons in MATLAB App Designer
53 Adding Functions to Operator Buttons in MATLAB App Designer
54 Debugging the Calculator App in MATLAB Identifying and Fixing Errors
55 Creating an Add-On App in MATLAB App Designer Enhancing Functionality
56 Creating and Installing a Standalone App in MATLAB
Resolve the captcha to access the links!