The Complete MATLAB Mastery – From a Beginner to an Expert

The Complete MATLAB Mastery – From a Beginner to an Expert
The Complete MATLAB Mastery – From a Beginner to an Expert
English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 10 Hours | 4.51 GB

Learn From Top MATLAB Experts In The Field – MATLAB Basics, High Quality Code, Data Visualization, Loops and much more!

This course will transform you from a MATLAB Novice into a MATLAB Master. The course was developed under the strict oversight of Hristo Zhivomirov who is one of the top 50 MATLAB contributors Worldwide (search for his name in Google).

The course is structured in a way that is suitable for both beginners and those that already have some experience with MATLAB, there is a lot of information for everyone.

Everything in our world today can be viewed as some kind of a matrix, and I’m not talking about the Matrix Trilogy. For example

  • Measuring the temperature of a patient every 2 hours, can be represented with a one dimensional matrix, which is also called a vector
  • Monochromatic (black and white) image is a two dimensional matrix, the values in each cell in the matrix is representing the gradation of the gray color
  • Measuring temperature in a room for example, rooms are 3D, so we need x, y, z to describe the position at which we take our measurements, and the value is the temperature, that is a three dimensional matrix
  • Measure now the change of that temperature over a period of time and the temperature becomes a fourth dimension
  • Now add time in the mix and you get… a fifth dimension!

Actually MATLAB has no restrictions on dimensions, you can work with 4, 5, 6 and more dimensions in a single matrix!

How to handle The Matrix: It is not necessary to look for the red pill, like Neo had to – what you actually need is MATLAB, which means MATrix LABoratory contrary to popular belief. MATLAB is a programming language of high level and interactive programming environment that lets you easily implement numeric experiments and methods, allowing you to design algorithms, analyze data and visualize that data in a very, very powerful way.

You will learn:

  • Variables, everything you need to know about variables in matlab, their types or lack of types, converting between different types, naming conventions, the semicolon operator and more
  • Basic Arithmetic Operations in MATLAB, the most important thing in this section of the course are the Brackets and the Order of operations, many beginners get lost when they encounter complex expressions, and you will become a master of those
  • Right after that we are diving into deep waters starting with Vectors, you will learn how to think in vectors and perform a variety of different operations on and with vectors. Concatenating vectors, extracting or selecting subvectors, and more
  • Matrices are next on the line, but you wont need any pills, because I have you covered, you will learn everything you need to know about working with Matrices in MATLAB and you will also learn a trick in this section that will help you optimize your code and make it run up to 100 times faster!
  • Data visualization, because, well, whats the point of working with Data if you cant understand it or share it with other people, visualizing data is key in any area of work
  • And finally we get to the actual MATLAB Programming by utilizing conditional statements, loops and functions to control the flow of your code, write less code, and make your code modular.

Each section contains a source code file at the end so that you can download and review the code that I have written in the lectures!

What you’ll learn

  • You will have in-depth working knowledge of MATLAB, how MATLAB prefers to work, why to use some functions instead of others
  • You will learn how to write High Quality, Documented and Speed Optimized MATLAB Code
  • You will learn how to solve multi-initial conditions problems and visualize the results
  • Customize MATLAB to Your Preferences
  • Perform Various Arithmetic Operations with MATLAB
  • Deep Understanding of Vectors
  • Deep Understanding of Matrices
  • How MATLAB Actually Prefers to Work
  • Data Visualization – Visualize Your Experiments to Better Express Yourself
  • Conditional Statements – If/elseif/else/switch
  • Relational & Logical Operators
  • How Loops Work – For and While Loops
  • How to Use Nested Loops
  • How to Create MATLAB Functions
  • Inputs and Outputs of Functions
  • Safeguarding Your Functions Against Incorrect Inputs
Table of Contents

Introduction
1 Introduction
2 Get To Know Your Workspace
3 Create Your Own Workspace Layout
4 Save Your Work In a File The Holy Trinity of All (almost) M Files
5 Quickest Way To Get Help from MATLAB

Variables and Basic Functions in MATLAB
6 Variables intro
7 Command Window Formatting
8 Types in MATLAB
9 Converting One Type to Another
10 Naming convention
11 Semicolon
12 Variables – Source Code ZIP

attached files

Basic Arithmetic Operations and Code Documentation
13 Basic Arithmetic Operations in MATLAB
14 Order of Operations – Brackets Become a Master of Brackets
15 Where Are The Pi and Euler Numbers
16 Comments and Sections – Correctly Document Your Code
17 Project 1 – Basic Arithmetics – Pythagorean Theorem
18 Relational (Comparison) Operators in MATLAB
19 Getting the Sign and the Absolute Value of a Number
20 Finding Roots of Any Equations Greatest Common Divisor Least Common Multiple
21 Permutations Combinations and Prime Numbers
22 Basic Arithmetic Operations – Source Code

attached files

The Basics of Vectors in MATLAB
23 Intro To Vectors – What are Vectors
24 Arithmetic Operations On Vectors
25 Dot and Cross Products Between Two Vectors
26 Extracting Modifying and Selecting Subvectors
27 Concatenating Vectors
28 Length and Sum of Vectors
29 Project 2 – Vectors Part 1 – Practice Comparing Extracting Selecting Vectors
30 Vectors Part One – Source Code ZIP

attached files

Advanced Vector Techniques in MATLAB
31 Logical Selection and Extraction of Vectors and Subvectors
32 Generating Random Numbers with Specific Ranges
33 Sorting a Vector
34 Find The Indexes of Specific Values in Vector
35 Project 3 – Vectors Part 2 – Practice Finding Elements in Vectors
36 Vectors Part Two – Source Code ZIP

attached files

The Basics of Matrices in MATLAB
37 Intro to Matrices
38 Arithmetic Operations on Matrices
39 Get The Diagonal of a Matrix
40 Size and Dimensions of a Matrix
41 Extracting and Selecting Submatrices
42 Logical Selection and Extraction of Matrices and Submatrices
43 Project 4 – Matrices Part 1 – Generating Grayscale Images wit Matrices
44 Project 5 – Matrices Part 2 – Manipulating Grayscale Images With Matrices
45 Matrices Part One – Source Code ZIP

attached files

Advanced Matrix Techniques in MATLAB
46 Special Matrices in MATLAB Part 1 – Ones and Identity
47 Special Matrices in MATLAB Part 2 – Zeros Increase Your Code Speed 100 times
48 Concatenating Matrices Vertically and Horizontally
49 How does MATLAB Actually Work with Matrices – Sum Min Max
50 Important Functions for Matrices Part 1
51 Important Functions for Matrices Part 2
52 Sorting Matrices with MATLAB
53 Project 6 – Matrices Part 3 – Introduction to RGB Images and 3D-6D Matrices
54 Project 7 – Matrices Part 4 – Manipulating RGB Images through Matrix Operations
55 Project 8 – Matrices Part 5 – More Matrix (RGB Image) Manipulation Practice
56 Matrices Part Two – Source Code ZIP

attached files

Data Visualization – Visualize Your Data in a Meaningful Way Express Yourself
57 Creating a Basic Plot
58 Customizing a Plot – Color LineStyle LineWidth Markers and More
59 Labels and Grids on a Plot
60 Automated Limits for your Plots
61 Hold On Multiple Graphs on The Same Plot
62 Sprinkle Your Plot with a Legend
63 Another Way for Multiple Plots – Subplot
64 Project 9 – Data Visualization 1 – Data and Subplots
65 Project 11 – Data Visualization 2 – Introduction to Handles
66 Project 10 – Data Visualization 3 – More Common Properties in a Single Line
67 Data Visualization – Source Code ZIP

attached files

Conditional Statements – Control the Flow In Your Code
68 The Logical Operators Explained
69 Introduction to Conditional Statements – IfElse With Relational Operators
70 Conditional Statements with Logical Operators
71 Conditional Statements with Complex Logical Expressions
72 Nested Conditional Statements
73 Handling Multiple Cases – ElseIf
74 Handling Multiple Cases – Switch
75 Project 12 – Conditions 1 – Change Plot Properties Based On Some Conditions
76 Project 13 – Conditions 2 – More Complex Plot Properties From Conditions
77 Conditional Statements – Source Code ZIP

attached files

Loops – Write Less Code
78 How A Loop Works
79 Indexing a Vector with a For Loop
80 For Loop and Equations
81 Justifying The Need of Loops – Sound Mini Project Part 1
82 Nested For Loops – Essential for Working with Matrices
83 Nested For Loops – Sound Mini Project Part 2
84 While Loop – A Conditional Loop
85 Break and Continue in a Loop
86 Loops – Source Code ZIP

attached files

Projects Parts 14 to 18 – Loops
87 Project 14 – Loops 1 – Animating a Plot and Restricting the Motion
88 Project 15 – Loops 2 – Calculating and Setting Dynamic Limits
89 Project 16 – Loops 3 – Adding Multiple Initial Conditions and Visualizing Them
90 Project 17 – Loops 4 – Recalculating The Limits And Finding The Appropriate Ones
91 Project 18 – Loops 5 – Animating The Motion of Each Initial Condition

Functions – Reuse Code
92 What is a Function
93 Your First Function – Input Arguments on Functions
94 Getting an Output From Your Function
95 Multiple Outputs From a Function
96 Returning From a Function Before Its End
97 Safeguarding Your Functions Against Improper Inputs
98 Project 19 – Functions – Refactoring a Complex Project
99 Functions – Source Code ZIP

attached files

Bonus Section
100 Bonus Lecture Keep On Learning With Discounts That You Deserved


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