Basics

Introduction to Python

• Installing Python and setting up the environment
• Python syntax and structure
• Running Python scripts

Data Types and Variables

• Integers, floats, strings, booleans
• Lists, tuples, dictionaries, sets
• Variable assignment and naming conventions

Basic Operators

• Arithmetic operators
• Comparison operators
• Logical operators
• Assignment operators

Control Structures

• Conditional statements (if, elif, else)
• Loops (for, while)
• Break and continue statements

Intermediate

Functions

• Defining and calling functions
• Parameters and return values
• Lambda functions
• Scope and lifetime of variables

Modules and Packages

• Importing modules
• Creating and using your own modules
• Python Standard Library

File Handling

• Reading from and writing to files
• Working with different file formats (e.g., text, CSV, JSON)
• File handling methods (open, read, write, close)

Error and Exception Handling

• Try, except, finally blocks
• Handling different types of exceptions
• Raising exceptions

Advanced

Object-Oriented Programming (OOP)

• Classes and objects
• Methods and attributes
• Inheritance and polymorphism
• Encapsulation and abstraction

Data Structures

• Advanced list operations
• Dictionary comprehensions
• Sets and frozensets
• Collections module (namedtuple, deque, Counter)

Decorators and Generators

• Understanding and using decorators
• Creating and using generators
• yield keyword

Concurrency and Parallelism

• Threading and multiprocessing
• Asynchronous programming (asyncio)
• Concurrent futures