Database

📚 Table of Contents: Database Concepts with Python

1. Introduction to Databases

   • What is a Database?

   • Types of Databases: Relational vs NoSQL

   • Why Learn Databases with Python?

2. Getting Started with SQLite

   • What is SQLite?

   • Creating a Database and Tables

   • Basic CRUD Operations with Python

3. Intermediate SQL with Python

   • Understanding SQL Syntax

   • Filtering, Sorting, and Aggregating Data

   • Joining Tables and Relationships

4. Advanced SQL Techniques

   • Transactions and Rollbacks

   • Indexing and Query Optimization

   • Stored Procedures and Triggers

5. Working with PostgreSQL and MySQL

   • Setting Up PostgreSQL and MySQL

   • Connecting to Databases using Python

   • Performing CRUD Operations

6. Object-Relational Mapping with SQLAlchemy

   • Introduction to ORM

   • Defining Models and Relationships

   • Querying with SQLAlchemy

7. NoSQL Databases with Python

   • Introduction to NoSQL

   • Working with MongoDB

   • CRUD Operations with PyMongo

8. Database Security and Best Practices

   • Preventing SQL Injection

   • Managing Database Connections

   • Backup and Recovery Strategies

9. Real-World Projects

   • Building a Student Management System

   • Developing a Blog Application

   • Creating an Inventory Management System

10. Conclusion and Next Steps

    • Recap of Key Concepts

    • Further Learning Resources

    • Final Thoughts