Advanced Level

• Advanced OOP Concepts

  • Advanced inheritance and multiple inheritance

  • Method resolution order (MRO)

  • Abstract classes and interfaces

  • Operator overloading and magic methods

• Concurrency and Multithreading

  • Introduction to concurrency

  • Working with threads and processes

  • Synchronization and thread safety

  • Using the threading or multiprocessing modules

• Asynchronous Programming

  • Introduction to asynchronous programming

  • Working with coroutines

• Decorators and Metaprogramming

  • Understanding decorators and their purpose

  • Creating and using decorators

  • Writing class decorators

  • Metaprogramming techniques using decorators

• Context Managers and Resource Management

  • Introduction to context managers

  • Using the with statement

  • Creating custom context managers

  • Resource management and cleanup

• Advanced File I/O and Serialization

  • Advanced file handling techniques

  • Working with binary files

  • Serializing and deserializing Python objects

  • Using libraries like pickle and marshal

• Networking and Socket Programming

  • Introduction to networking concepts

  • Working with sockets and network protocols

  • Creating client-server applications

  • Implementing network communication

• Web Development with Python

  • Overview of web development frameworks (Django, Flask)

  • Building web applications with Python

  • Handling routing, templates, and forms

  • Database integration and ORM usage

• Data Science and Data Analysis

  • Introduction to data science and its applications

  • Working with data manipulation libraries (NumPy, Pandas)

  • Data visualization with Matplotlib or Seaborn

  • Analyzing and interpreting data