MATLAB Masterclass

Pre-Course Survey
Discussion Forum: MATLAB
Installation & Interface
2 Topics
MATLAB Installation
Introduction to MATLAB Interface
MATLAB Basics
Introduction to MATLAB
2 Topics
Scripts and Variables
Live Scripts
Vectors and Matrices
5 Topics
Creation
Indexing
Modification
Elementary Operations
Basic Matrix Operations
MATLAB Data Types and their Conversions
4 Topics
Number, Character and String
Dates and Time
Structure
Tables and Cell Arrays
Data Visualization
6 Topics
Basic Plots: Plot, Scatter, Histogram, Bar and Pie
Labelling and Styling Graphs
Showing Equation in Graph
Subplot
3-D Plotting
Saving and Opening Graph
Programming in MATLAB
MATLAB Operators
 3 Topics
Arithmetic Operators
Relational Operators
Logical Operators and Finding Array Element
Conditional Statements
 3 Topics
If else
Nested If else
Switch
Loops
 4 Topics
For Loop
While Loop
Nested Loop
Break and Continue
Functions
 5 Topics
Function with Single Output
Function with Multiple Output
Function inside Function File
Function inside Script File
Anonymous Function
Handling Files and Data Preprocessing
Importing Data from Files
 3 Topics
Importing from Text
Importing from Spreadsheets
Importing from Image, Audio and Video
Data Preprocessing
 2 Topics
Handling missing and irrelevant data from table
Image enhancing, Audio cleaning, Video trimming
Exporting Data to Files
 3 Topics
Exporting to Text
Exporting to Spreadsheets
Exporting to Image, Audio and Video
Saving and Opening MATLAB Variables
 2 Topics
Saving MATLAB Variable to MAT File
Opening MATLAB Variable from MAT File
Time Series Data
Working with Time Series Data
 2 Topics
Time Series Data
Synchronization and plotting
Statistics
Basic Statistics
 4 Topics
Sum and Average
Standard Deviation
Variance
Covariance
Regression Analysis
 3 Topics
Linear Regression
Non-Linear Regression
Logistics Regression
Interpolation
 3 Topics
1-D Interpolation
Interpolation using different methods
Lagrange Interpolation
Symbolic Math and Optimization
Symbolic Math
 3 Topics
Symbolic Variable
Symbolic Expression and Function
Piece-wise Expression
Equation Solving
 3 Topics
Solving Equations in Symbolic Form
Linear Equations
Numerical Solution
Solving Optimization Problem
 2 Topics
Linear Programming Problem
Nonlinear Programming Problem
Calculus
Differentiation
 2 Topics
Differentiation in MATALB
Numeric Differentiation
Integration
 2 Topics
Integration in MATLAB
Numerical Integration
Ordinary Differential Equation (ODE) Solving
 2 Topics
Linear and Non-Linear ODE
Euler’s Method
Image Processing
Project Introduction
 1 Topic
Roadmarking Dataset
Project Demonstration
 7 Topics
Image Segmenter App
Color Thresholding
Region Properties
Lane Detection
Sign Detection
Recognition of detected signs
Edge Detection
Classifier and Clustering Methods
Support Vector Machine (SVM)
 2 Topics
Binary Classification
Multi Class SVM
Billiard Game Project
Game Introduction: About the game
Development: Billiard balls
 7 Topics
User Interface Design
Placing the balls
Controlling Hit direction
Hitting the white ball
Bounce on the board wall
Collision between balls
Friction with the surface
Development: Players
 3 Topics
Player Initialization
Player switching
Ball pocketing and scoring
Advancement
 2 Topics
App exiting and restarting
Polishing the code
Finishing words!
User Feedback on This Course
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Showing Equation in Graph

MATLAB Masterclass Data Visualization Showing Equation in Graph
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