MLOps Python OOPs Concepts

This repository is a comprehensive guide to Object-Oriented Programming (OOP) in Python, tailored for MLOps and general Python development. It covers fundamental to advanced concepts through practical examples and mini-projects.

Project Overview

The goal of this project is to demonstrate core OOP principles such as Class & Objects, Inheritance, Polymorphism, Encapsulation, and Abstraction. It includes standalone scripts for specific concepts as well as integrated applications like a Bank Management System and a generic "Chatbook" application.

📂 File Descriptions

1. All_in_One.py (Bank Management System)

A complete Bank Management System that integrates multiple OOP concepts into a single application.

• Concepts: Classes, Instance & Class Attributes, Private Attributes (Encapsulation), Getters/Setters, Static Methods, Class Methods, Inheritance (SavingAccount), and Polymorphism.
• Features: Create accounts, withdraw/deposit funds, check balances, and manage bank details.

2. OOps_project.py (Chatbook)

A console-based social media application simulation called Chatbook.

• Features:
  • User Login/Signup
  • Forgot Password
  • Write Posts
  • Send Messages
• Concepts: Class design, menu-driven logic, state management (is_logged_in).

3. inheritance.py

A deep dive into Inheritance types with clear examples:

• Single Inheritance: Basic parent-child relationship.
• Multiple Inheritance: inheriting from multiple parents.
• Multilevel Inheritance: A chain of inheritance.
• Hierarchical Inheritance: Multiple children from one parent.
• Hybrid Inheritance: A combination of multiple types.
• Real-world Example: Person -> Student hierarchy.

4. Encap.py

Demonstrates Encapsulation and data hiding.

• Bank Class: Shows how __balance (private variable) is protected and how access attempts are handled.
• ATM Machine: A practical use case of encapsulation with withdraw and deposit methods exposing controlled access to private data.

5. poly.py

Illustrates Polymorphism (Method Overriding).

• Payment System: A base payment class with subclasses CreditCard and DebitCard.
• Logic: Both subclasses implement their own version of the pay() method, demonstrating how the same method name can behave differently based on the object type.

6. oop1.py

Introduction to Classes and Objects.

• Basic class definitions for employee, Car, student, and Mobile.
• Demonstrates constructors (__init__), attributes, and methods showing object details.

7. importClass.py

A simple script demonstrating modularity by importing the Chatbook class from OOps_project.py.

8. content.txt

A text file outlining the syllabus and topics covered in this repository.

🚀 How to Run

You can run any of the scripts using Python. For example:

# Run the Bank Management System
python All_in_One.py

# Run the Chatbook Application
python OOps_project.py

# Run Inheritance Examples
python inheritance.py

📚 Topics Covered

• Classes & Objects: Blueprints and instances.
• Encapsulation: Public vs. Private members, Getters & Setters.
• Inheritance: Code reusability through parent-child relationships.
• Polymorphism: Flexibility in method implementation.
• Abstraction: Hiding complex implementation details (implied through method interfaces).
• Static & Class Methods: Methods bound to the class rather than the instance.

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Created for MLOps Python OOPs learning.