06: Object-Oriented in Python

• Introduction to Object-Oriented Paradigm
  • Definition of Object-Oriented
  • Historical Background
  • Understanding Object-Oriented Development
  • Object-Oriented Analysis, Design, and Programming
  • Fundamental Principles of Object-Oriented Paradigms
• Object-OrientedAnalysis(OOA)
  • Software Modeling Techniques
  • Object-Oriented Analysis (OOA)
  • UML Diagrams
    • UML Diagrams in Different Phases of Software Development
    • Use Case Diagram
• Object-Oriented Design (OOD)
  • Core Concepts of OOD
  • Fundamental Principles of OOD
    • Abstraction
    • Encapsulation
    • Inheritance
    • Polymorphism
  • Stages of Object-Oriented Design (OOD)
    • System Design
    • Object Design
  • Key Processes in Object-Oriented Design (OOD)
  • Controlling Events and Boundary Conditions
  • Documentation and Communication
  • Introduction to Design Patterns
• Introduction to Object-Oriented Programming (OOP)
  • Python Classes and Objects
  • Object-Oriented Programming Principles in Python
    • 1. Encapsulation
      • Encapsulation in Data Pipelines
      • Encapsulation in Python's Data Structures
      • Custom Data Structures with Encapsulation
      • Encapsulation and Performance
    • 2. Inheritance
      • What is Inheritance?
      • Basic Syntax
      • Accessing Parent Class Methods
      • Multiple Inheritance in Python
      • Mixin
      • Inheritance Example: Put all togather
      • Inheritance in data pipelines
    • 3. Abstraction
      • Introduction to Abstraction and Its Applications
      • What is Abstraction?
      • Creating an Abstract Base Class
      • Abstract Methods
      • Abstract Properties
      • Abstract Method vs Abstract Properties
      • Abstract Methods with Default Implementations
      • Using Abstract Base Classes with Multiple Inheritance
    • 4. Polymorphism in Python
      • Basic Example of Polymorphism
      • Method Overriding
      • Polymorphism with Inheritance
      • Duck Typing
      • Method Overloading and Polymorphism
      • Polymorphism with Operator Overloading
      • Abstract Base Classes and Polymorphism
    • Encapsulation vs Inheritance vs Abstraction vs Polymorphism
    • Dunder Methods
    • Class Relationships
• Object-Oriented Design Principles
  • SOLID principles
  • DRY (Don't Repeat Yourself)
  • KISS (Keep It Simple, Stupid)
  • YAGNI (You Aren't Gonna Need It)
  • Separation of Concerns (SoC)
  • Composition Over Inheritance
  • Law of Demeter (LoD)