tutorials.md

Tutorials on various Python subjects

Legend:

• 📘 - Book (usually freely available).
• 🏫 - Course material, usually provided by an University.
• 📰 - Written tutorial. May be a blog, article, post or even a PDF document.
• 📺 - Video tutorials. May be a playlist or a single video.

Python language workings (general)

• 📺 📘 Automate the Boring Stuff with Python by Al Sweigart
• 📺 Python OOP Tutorials - Working with Classes by Corey Schafer
• 📺 Python Tutorials by Corey Schafer
• 📰 Full Stack Python

Python Libraries

• 📰 The Most Detailed Selenium WebDriver Tutorial With Python by Himanshu Sheth
• 📰 PyQt Layouts: Create Professional-Looking GUI Applications by Real Python

Data analysis

Libraries like Numpy, Pandas, and Matplotlib.

• 📰 Python NumPy For Your Grandma by Ben Gorman
• 📰 Python Pandas For Your Grandpa by Ben Gorman
• 📺 Data analysis in Python with pandas by Data School
• 📺 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.

• 📺 Intro to Data Science by Steve Brunton
• 🏫 📺 CS50's Introduction to Artificial Intelligence with Python 2020 by Harvard
• 📺 Keras - Python Deep Learning Neural Network API by deeplizard
• 📺 Machine Learning Basics by Vinsloev Academy
• 📺 Neural Networks Explained from Scratch using Python by Bot Academy

Web frameworks

Mostly Django and Flask.

• 📺📰 Python Flask From Scratch by Traversy Media
• 📺 Flask Tutorial by Chris Hawkes
• 📺 The Flask Mega-Tutorial by Miguel Grinberg
• 📺 Practical Flask Web Development Tutorials by sentdex
• 📺 Flask Web Development with Python Tutorials by thenewboston
• 📺 Django Tutorials by Corey Schafer
• 📺 The Best Django Tutorial by Chris Hawkes
• 📺 Building a Website with Django by Chris Hawkes
• 📺 Django Girls Tutorial by Django Girls
• 📰 A Complete Beginner's Guide to Django by Vitor Freitas

How To's

Tutorials on building croncrete projects.

• 📰 Monitor your internet with python by Joseph
• 📰 How to build your own Python Voice Assistant by thecodingpie