Python.md

A to Z Resources for Students

Python

Index

1. Python Basics
2. Socket programming
3. Web development
4. Desktop Development
5. DataScience
6. Databases
7. Testing
8. Cyber Security
9. Python Miscellaneous (Libraries andn other stuff)
10. Projects

1. Python Basics

• Python Basics
• Automate the Boring Stuff with Python
• CS Dojo's Tips to write efficient code.
• Python Tutorials - Basic to Advance by Corey Schafer (highly recommended) 👶
• Intro to Python for Data Science - DataCamp

2. Socket Programming

• Socket Programming in Python Basics
• Socket Programming with Multithreading in Python

3. Web Development

• Django Tutorial
• Flask Tutorial
• Django Girls

Django

• Django Documentation Poll App Tutorial (Version 2.1)
• A Complete Beginner's Guide to Django (Version 1.11)
• Django Girls Tutorial (Version 2.0.6)
• Django REST framework quickstart guide
• Django | Youtube - Corey Schafer

Flask

• Welcome to Flask — Flask 1.0.2 documentation - Pocoo
• Flask from scratch in Python
• CS50 Flask
• Flask | Youtube - Corey Schafer

4. Desktop APP Development

• Kivy(Android, Desktop, IOS) Applications
• PyQT5 (Desktop Application)

5. DataScience

• Python Numpy Library
• Pandas Tutorial
• Data analysis in Python with Pandas
• Matplotlib Introduction
• Seaborn Tutorial
• Scikit Learn Tutorial
• Cheat Sheets

6. Databases

• Mysql-Python Introduction with connection method
• MongoDB and Python
• MongoDB Insert and Update Data
• Insert and Replace data MongoDB
• Delete data and Drop collection | MongoDB python

7. Testing

• Selenium Definition
• Python Selenium Tutorial
• Python Selenium Tricks

8. Cyber Security

• Python For Security Professionals
• Black Hat Python by Justin Seitz: amazon pdf
• Python CTF Challenges

9. Python Miscellaneous

• YouTube Media/Audio Download using Python | pafy
• Python Faker Library | Generates Fake data
• Harversine | Calculates distance between two points on Earth
• Python Holidays Library
• Convert PDF to HTML | Python
• Python Schedule Library
• Python Calendar Library
• Learn Django to make backend accessible | Python
• Beautiful Soup Web Scraping Library Tutorial
• Python Anti-Patterns
• Learn Algorithms and Data Structures using Python
• Edit and recode a work session with iPython
• Code a Raspberry Pi to function as the brain of a robot
• Use Python to build a Bitcoin price notification service
• Programming CTF platform supporting multiple languages

10. Projects

• PyWhatsapp | Whatsapp Automation
• Subtitle Downloader
• The classic IMDB scraper
• Digit Recogniser using CNN and Flask
• Article Inventory
• Mopidy is an extensible music server written in Python
• Sick-Beard | Guide to PVR and it downloads and manages all your TV shows
• Pelican | Static site generator which provides support to Markdown and reST syntax.
• Youtube-dl | Small command-line program to download videos from YouTube.com and other video sites