Creating Scratch Account
Learn how to create a New File
Add Controls to your program
Learn about events
Practice Exercise
Adding & Deleting Sprites
If Statements
User Interaction
Drawing with Pen
Creating Custom Backdrops
if..else Statements
Sensing Colors
Reacting to Keyword Events
Custom Blocks
Create Art
Sending Message
User Input
Variables
Develop Game in Scratch
Writing Hello, World!
Data & Variables
Data Types
Arithmetic Operators
Relational Operators
Logical Operators
Decision Making/Conditions
Loops (for & while)
String Formatting
String Handling
Methods
List
Dictionaries
Sets
Tuple
Class
Objects
Accessing Object Variable
Accessing Object Functions
What is AI & ML
Different categories of AI
What is Regression & Classification
What is Linear Regression
Revisit the "Linear Regression" Machine Learning model
Code a Linear Regression Model
Learn about the applications of Linear Regression
Apprehend the Turing Test
Code a Logistic Regression Model
Learn about the applications of Logistic Regression
Review Logistic Regression Machine Learning Model
Apprehend another Machine Learning model known as Neural Networks
Learn about the applications of Neural Networks
Understand about forwarding and backpropagation in Neural Networks