Muftasoft TM

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==== Course Two: Advanced Python ====


**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.