Comprehensive Guide to Python Programming

Python by Topic

Basics

Explore the fundamental aspects of Python programming language:

• Get Started
• Basic Syntax
• Variables
• Data Types
• Basic Operators
• Decision Making
• Numbers
• Type Casting
• Booleans
• Strings
• String Formatting
• Lists
• Arrays
• Tuples
• Sets
• Dictionary
• Loops
• Recursion
• Iterators
• Generators
• Functions
• Map
• Filter
• Reduce
• Date & Time
• Math
• Modules
• Command line arguments
• Files I/O
  • Plain text
  • JSON
  • CSV
  • XML
  • Yaml
• Exceptions

Advanced Concepts

Deepen your Python knowledge with these advanced topics:

• Object Oriented Programming
• Magic Methods
• Regular Expressions
• CGI Programming
• Database Connectivity
  • Redis
  • GraphQL
  • SQLite
  • MySQL
  • MongoDB
• Networking
• Email
• Multithreading
• GUI Programming
• PDF Handling
• Game Development with PyGame

Modules

Explore both built-in and external Python modules:

Built-in Modules

• Statistics
• Math
• cmath
• tempfile

External Modules

• NumPy
• Pandas
• Matplotlib
• Plotly
• Pydot
• Seaborn
• SciPy
• Requests
• Scrapy
• BeautifulSoup
• PIL
• OpenCV
• Genism
• pyMySQL
• SymPy
• pyMongo
• SQLAlchemy
• Theano
• Bokeh
• Poetry
• Dash
• PyTorch
• Scikit-Learn
• Keras
• TensorFlow
• NLTK
• TextBlob

GUI Libraries

Learn about different libraries for developing graphical user interfaces in Python:

• Tkinter
• PyQt5
• Kivy
• wxPython
• Libvag
• PySimpleGUI
• PyForms
• Wax
• PySide2

Articles

Read insightful articles to expand your Python acumen:

• Logging in Python
• Obfuscating Python Source Code with PyArmor
• Python and PostgreSQL Deployment on Heroku
• Brython - Run Python Code in Browser
• Creating System Tray Icon with Pystray
• Fun Facts
• Compiling Code with Nuitka
• Setting up Python Embeddable Zip on Windows
• Python 2 vs Python 3
• Project Ideas
• Zipapp Module

Projects

Engage in practical projects:

• Automation Projects

Useful Tools and Resources

Access valuable tools and resources to aid your learning:

• Python Official Documentation

• Websites:

  • Real Python
  • W3Schools
  • Tutorialspoint
  • GeeksforGeeks
  • Awesome Python
  • Learn Python
  • Tutorialsteacher

• IDEs:

  • VSCode
  • PyCharm
  • Spyder
  • Thonny
  • Jupyter Notebook
  • Atom