Course Details
MATLAB for Data Analysis and Visualization
Programming
Created On
July 06, 2023Description
Matlab is a programming language and software environment for scientific and engineering applications. It excels in numerical computation, data analysis, and visualization. With a user-friendly interface, Matlab offers a vast library of functions and tools for efficient algorithm development.
Overview
This course covers essential MATLAB skills for data analysis and visualization. Students will learn to handle variables, perform mathematical operations, work with matrices, and create effective plots. They will gain proficiency in importing and manipulating data, processing text files, and using MATLAB for data-driven insights and visualization. By the end of the course, students will be equipped to apply MATLAB in various domains for analyzing and presenting data effectively.
Features
- Course material
- Course resources
- videos On demand recorded
- Practical exercises
- Quizzes
- Assignments
- Course completion certificate
What you'll learn
- Numerical computation, data analysis, and visualization
- Handling variables and creating scripts
- Basic mathematical operations: Addition, multiplication, subtraction, and powers
- Working with variable types: Strings, characters, and logical values
- Operations on matrices: Unique elements, shifting, and properties
- Relational operations and commonly used matrices in MATLAB
- Plotting data and 3D data, exploring options, and combining plots
- Interacting with MATLAB and graphics: Input-output commands and interactive plots
- Importing data and manipulating directories
- Processing text files and performing data operations
Prerequisites
Curriculum
- 14 modules
MATLAB Licensing and Support
MATLAB GUI Development
MATLAB Basics
Understanding Variables in MATLAB
Exploring Variable Types in MATLAB
Creating scripts and understanding commenting and semicolon effect:
Using the Colon Operator for Data Selection in MATLAB
Arithmetic Operations
Operation Precedence
GCD LCM Permutations and Prime numbers: Number Computations
Trigonometric Functions
Set Operations
Matrix Statistics
Random Number Generation
Vector Operations
Logical Operations
Sign and Absolute Functions
Number Base Conversion
Data Discretization
Unique Elements
Matrix Membership
Matrix Element Shifting
Matrix Properties
Relational Operations
Common Matrices
Matrix Sorting
Size and Length
Matrix Concatenation
Non-Zero Elements
Value Frequencies
Differentiation and integration using symbolic variables
Solving equations
Symbolic Functions
Input/ Output Operations
Advanced Input/ Output Operations
Data Plotting
3D Data Plotting
Advanced Plotting Options
Plot Combination with hold on
Interactive Plotting with Brush Tool
Creating plots with two y-axes
Animation with Line Plots
Bar Graphs
File/Script/Function/Class Existence Check
Directory Manipulation Part 1
Directory Manipulation Part 2
Text File Processing
Excel to MATLAB Data Import
Multi-Format Data Importation
Spreadsheet Link Introduction and Installation
Data Exchange between Excel and MATLAB
Calling MATLAB functions from Excel
MATLAB Functions Integration with Excel
Basic Conditional Statements
Advanced Conditional Statements
Iteration with For Loops
Nesting For Loops
While loops when you don't know the number of iterations: Iteration with While Loops
Breaking out of Loops
Skipping Loop Iterations with Continue
Switch Statements for Selection
Custom Built Functions
Input Parameters in Functions
Multiple Inputs and Outputs in Functions
Return Statements in Functions
Automated Report Generation
Live Script Sharing
Cell Creation and Definition
Cell Data Access
Cell Element Manipulation
Cell Concatenation and Function Usage
Creating Tables
Adding Descriptions Units and Accessing individual columns
Selecting and reordering rows and columns
Sorting rows of a table
Setting Different Properties of the Table
Reading and Writing Tables into memory
Storing summary of a table
Adding and deleting rows from a table
Adding and deleting columns
Dealing with Missing Data
Creating Time tables
Properties Sorting and data selection in time tables
Concatenating timetables
Indexing and retrieving data based on row time
Structure Creation
Accessing Structure Fields
Structure Concatenation
Extracting Structure Field Data
Advanced Structure Operations
Map Container Creation
Map Container Concatenation and Advanced Operations
Conversion to Cell Data Type
Conversion from Cell Data Type
Conversion to Table Data Type
Conversion to Table Data Type
Instructors
Skoliko Faculty
₹2000.00
- 14 Modules
- 11 hours
- Programming
Login to Purchase the Course