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Python, a versatile and powerful programming language, is renowned for its readability, simplicity, and vast applications. From web development to data science and artificial intelligence, Python’s elegant syntax and extensive libraries make it an ideal choice for beginners and seasoned developers alike.
Overview of Python
Installing Python and Setting up Development Environment
Understanding Python’s Syntax and Structure
Writing and Executing Python Programs
Variables, Data Types, and Operators
Control Flow (if, elif, else statements)
Loops (for and while loops)
Functions and Modules
Lists, Tuples, and Dictionaries
Sets and Frozensets
List Comprehensions
Handling Dates and Times
Classes and Objects
Inheritance and Polymorphism
Encapsulation and Abstraction
Exception Handling
Reading and Writing to Files
Working with Different File Formats (Text, CSV, JSON)
Introduction to Popular Libraries (NumPy, Pandas, Matplotlib)
Web Development with Flask or Django
Data Science with Jupyter Notebooks
Connecting to Databases (SQLite, MySQL, or PostgreSQL)
Executing SQL Queries using Python
Basics of Web Scraping
Using BeautifulSoup and Requests Library
Introduction to Testing
Unit Testing with Pytest
Basics of Version Control
Collaborative Development with GitHub
Making API Requests with Python (RESTful APIs)
Parsing JSON Responses
PEP 8 Style Guide
Code Reviews and Collaborative Development
Applying Knowledge in a Real-world Project
Project Presentation and Code Review