Prerequisite : Completion certificate from course 1

Course Overview:

This course is designed for students who are already familiar with the basics of Python programming. It covers advanced topics and techniques to enhance students' Python skills.

(Note: Topics assume familiarity with the basics covered in Course One)

Class 1: Advanced Data Structures

- Collections module

- Named tuples

- Default dictionaries

- Deque

Class 2: Functional Programming

- Lambda functions

- Map, filter, and reduce functions

- List comprehensions

Class 3: Decorators

- Understanding decorators

- Creating and using decorators

- Decorator applications

Class 4: Generators and Iterators

- Understanding iterators and iterables

- Generator functions

- Generator expressions

Class 5: Context Managers

- Using the `with` statement in detail

- Creating context managers using contextlib module

- Application in file handling and resource management

Class 6: Concurrency with Threading

- Overview of threading

- Thread creation and management

- Synchronization and race conditions

Class 7: Concurrency with Multiprocessing

- Introduction to multiprocessing

- Process creation and management

- Communication between processes

Class 8: Asynchronous Programming with Asyncio

- Understanding asynchronous programming

- Async/await syntax

- Working with asyncio module

Class 9: Design Patterns

- Overview of design patterns

- Singleton, Factory, and Observer patterns in Python

Class 10: Functional Programming Patterns

- Currying

- Partial functions

- Memoization

Class 11: Metaprogramming

- Understanding metaprogramming

- Using metaclasses

- Dynamic attribute and method creation

Class 12: Pythonic Code

- Writing clean and Pythonic code

- PEP 8 guidelines

- Code optimization techniques

Class 13: Advanced File Handling

- Working with binary files

- Serializing Python objects

- Working with CSV and JSON files

Class 14: Database Interaction with SQLAlchemy

- Overview of SQLAlchemy

- ORM concepts

- CRUD operations

Class 15: Web Development with Flask

- Introduction to Flask framework

- Creating web applications

- Routing and views

Class 16: Final Project

- Students will work on an advanced project to demonstrate their understanding of the advanced Python concepts covered in the course.