Accelerated MATLAB

3h 21mAdvanced2024-12-10

Authors

Majlinda Qarri

Course details

MATLAB is one of the most popular programming languages today for engineers and scientists, and with good reason—it allows analysts to work efficiently with large amounts of data. In this course, which follows her "Learning MATLAB" course, instructor Majlinda Qarri covers intermediate and advanced topics related to MATLAB software and presents tips on how to leverage it to solve complex mathematical problems and build, simulate, and analyze models of various physical systems. Each main topic includes a challenge and example solution to help you practice and retain what you learn.

Skills covered

MATLABMathWorksData ModelingStatisticsAdvancedData AnalysisProgramming LanguagesData ScienceBusiness Analysis and StrategyBusiness Software and ToolsSoftware Development

Concepts

0. Introduction

01 - Exploring new dimensions with MATLAB
02 - What you should know

1. Mastering Arrays in Matlab

03 - Concepts and creation of arrays
04 - Array indexing and manipulation
05 - Vectorized operations on arrays
06 - Creation of multi-dimensional arrays
07 - Multi-dimensional arrays - Handling and operations

2. Deep Dive into Matrices

08 - Creating and understanding matrices
09 - Matrix arithmetics
10 - Matrix factorization and decomposition
11 - Eigenvalues and eigenvectors
12 - Practical use of matrices in engineering

3. Solving Systems of Equations

13 - Systems of linear and non-linear equations
14 - Direct methods for solving linear systems
15 - Iterative methods for large systems
16 - Solving systems of nonlinear equations
17 - Introduction to differential equations and solutions
18 - Challenge - Solve for a given system of equations
19 - Solution - Solve for a given system of equations

4. MATLAB Programming Constructs

20 - Nested loops
21 - Switch, case, otherwise
22 - Error handling and debugging
23 - Use of functions
24 - Challenge - Practical use of functions
25 - Solution - Practical use of functions

5. Data Visualization Techniques

26 - Advanced 2D plotting - Parabolas
27 - Advanced 2D plotting - Current signals
28 - 3D graphics and visualization
29 - Interactive and animated plots
30 - Customizing graphs for publication
31 - Challenge - 3D sinewave and animated parameter shift
32 - Solution - 3D sinewave and animated parameter shift

6. Continuing Your MATLAB Learning Journey

33 - Next steps and additional resources