Python

What is Python? - History and Background, Features of Python, Real-world Applications

Installing and Setting Up Python - Installing Python (Windows, Mac, Linux), Setting Up IDEs (VS Code, PyCharm, Jupyter)

Writing Your First Python Program - Hello World Program, Running Python Scripts

Variables and Data Types - Strings, Integers, Floats, Booleans, Dynamic Typing in Python

Operators - Arithmetic, Logical, Comparison, Assignment and Compound Operators

Input and Output - Reading Input from Users, Printing Output

Conditional Statements - if, elif, else, Nested Conditions

Loops - For Loop, While Loop, Break and Continue

Exception Handling - Try-Except Blocks, Handling Multiple Exceptions

Python Strings - String Methods (split, join, replace, etc.), String Formatting and f-strings

Python Numbers - Integers and Floats, Type Conversion

Python Dates and Time - Using the datetime Module, Formatting Dates

Lists - Creating and Modifying Lists, List Comprehensions

Tuples - Immutability, Packing and Unpacking

Dictionaries - Nested Dictionaries, Dictionary Comprehensions

Sets - Set Operations, Removing Duplicates from a List

Writing Functions - Function Definition and Calls, Default and Keyword Arguments, Lambda Functions

Built-in Functions - Common Functions (len, type, range, etc.), Using Help and Documentation

Modules and Libraries - Importing Modules (math, random), Writing Custom Modules

Recursion - Concept of Recursion, Writing Recursive Functions

Reading and Writing Files - Open, Read, Write, and Append Modes, Working with Text Files

File Paths - Absolute vs Relative Paths, Handling File Not Found Errors

Working with JSON - Reading and Writing JSON Files, Converting Data to JSON

Working with CSV Files - Reading and Writing CSVs

Basics of Regular Expressions - Pattern Matching, Search and Replace

re Module - findall, search, match, Using Groups

Classes and Objects - Defining Classes, Creating and Using Objects

OOP Principles - Inheritance, Encapsulation, Polymorphism

Special Methods - __init__, __str__, and others

Popular Python Libraries - NumPy for Numerical Computations, Pandas for Data Analysis, Matplotlib and Seaborn for Visualization

Web Development Frameworks - Introduction to Flask and Django

Multithreading Basics - Threading Module, Creating Threads

Multiprocessing Basics - Process Pool, Performance Optimization

Automating File Operations - os and shutil Modules, Automating Folder Management

Web Scraping - Using BeautifulSoup and Requests, Extracting Data from Web Pages