What is Python?

Installing Python and setting envronment.

Running Python code.

Basic syntax and conventions

Interpreted vs Dynamic typing

Strings

Numbers (int, float)

Booleans

Variable naming rules and conventions

Basic input/output (print() and input())

Arithmetic operators (+, -, *, /, %, //, **)

Comparison operators (==, !=, >, <, >=, <=)

Logical operators (and, or, not)

Assignment operators

Operator precedence

Conditional statements (if, else, elif)

Boolean logic and truthiness in Python

Loops(for, while)

Loop control (break, continue, pass)

Defining functions (def keyword)

Function arguments and return values

Default parameters

Keyword arguments (kwargs)

Variable scope (local, global)

Lambda functions

Lists

Tuples

Dictionaries

Sets

String slicing and indexing

upper(), lower(), replace(), find()

String formatting

Escape sequences and raw strings

Opening and closing files

Reading from and writing to files

Working with file paths

Context managers (with statement)

try, except, finally blocks

Raising exceptions (raise keyword)

ValueError, KeyError, IndexError

Importing modules (import, from, as)

Standard libraries (like math, random, datetime, os)

Creating your own modules and packages

Installing and using third-party packages (using pip)

Classes and objects

Defining a class

Instance attributes and methods

__init__ method (constructor)

Inheritance and method overriding

Encapsulation, abstraction, and polymorphism

Special methods

Iterators (__iter__, __next__)

Generator functions (using yield)

Generator expressions

Understanding decorators

Built-in decorators

Writing custom decorators

List comprehensions

Dictionary comprehensions

Set comprehensions

NumPy: Basic array operations

Pandas: Data manipulation

Matplotlib: Plotting graphs

Web scraping (using requests and BeautifulSoup)

Concurrency: Multithreading and multiprocessing

Asynchronous programming: asyncio basics

Databases: Connecting Python to a database.