Tutorials on various Python subjects
Legend:
- :blue_book: - Book (usually freely available).
- :school: - Course material, usually provided by an University.
- :newspaper: - Written tutorial. May be a blog, article, post or even a PDF document.
- :tv: - Video tutorials. May be a playlist or a single video.
Python language workings (general)
- :tv: :blue_book: Automate the Boring Stuff with Python by Al Sweigart
- :tv: Python OOP Tutorials - Working with Classes by Corey Schafer
- :tv: Python Tutorials by Corey Schafer
- :newspaper: Full Stack Python
Python Libraries
- :newspaper: The Most Detailed Selenium WebDriver Tutorial With Python by Himanshu Sheth
- :newspaper: PyQt Layouts: Create Professional-Looking GUI Applications by Real Python
Data analysis
Libraries like Numpy, Pandas, and Matplotlib.
- :newspaper: Python NumPy For Your Grandma by Ben Gorman
- :newspaper: Python Pandas For Your Grandpa by Ben Gorman
- :tv: Data analysis in Python with pandas by Data School
- :tv: Matplotlib Tutorial Series - Graphing in Python by sentdex
Data Science and Machine Learning
General Data Science theory as well as working with tools and frameworks like scikit-learn, Keras and TensorFlow.
- :tv: Intro to Data Science by Steve Brunton
- :school: :tv: CS50's Introduction to Artificial Intelligence with Python 2020 by Harvard
- :tv: Keras - Python Deep Learning Neural Network API by deeplizard
- :tv: Machine Learning Basics by Vinsloev Academy
- :tv: Neural Networks Explained from Scratch using Python by Bot Academy
Web frameworks
Mostly Django and Flask.
- :tv::newspaper: Python Flask From Scratch by Traversy Media
- :tv: Flask Tutorial by Chris Hawkes
- :tv: The Flask Mega-Tutorial by Miguel Grinberg
- :tv: Practical Flask Web Development Tutorials by sentdex
- :tv: Flask Web Development with Python Tutorials by thenewboston
- :tv: Django Tutorials by Corey Schafer
- :tv: The Best Django Tutorial by Chris Hawkes
- :tv: Building a Website with Django by Chris Hawkes
- :tv: Django Girls Tutorial by Django Girls
- :newspaper: A Complete Beginner's Guide to Django by Vitor Freitas
How To's
Tutorials on building croncrete projects.
- :newspaper: Monitor your internet with python by Joseph
- :newspaper: How to build your own Python Voice Assistant by thecodingpie