outoflaksh/Python-Learning-Resources

A collaboratively compiled collection of learning resources for beginner and experienced developers alike to help them navigate the world of Python.

Python Learning Resources

Hey there! Here's a collaborative compiled collection of resources to learn Python and different applications and fields where Python is applied!

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Table of Contents:

• YouTube Channels
• Courses
• YouTube Courses
• Machine Learning
• Web Dev
• Miscellaneous

YouTube Channels

• Tech with Tim
• freeCodeCamp
• Corey Schafer
• Programming with Mosh
• Telusko
• Code with Harry

Premium Courses (paid)

• Udemy's Python Bootcamp
• Coursera
• Codecademy

Free YouTube Courses (Playlists, videos, etc)

• Programming with Mosh (6hr)
• Tech with Tim's Beginner Python Course (playlist)
• freeCodeCamp (4.5hr)
• edureka! (12hr)
• Telusko (playlist)

Machine Learning & Data Science

• Andrew Ng's Machine Learning Course (Coursera) by Stanford University
• Elements of AI (Website)
• Sentdex's ML Playlist (YouTube)
• Tech with Tim's Video Course (YouTube)

Deep Learning

• Deep Learning Specialization (Coursera) by Andrew Ng (5 courses)
• Sentdex's Deep Learning Playlist (YouTube)

YouTube Channels

• sentdex
• Tech with Tim
• Krish Naik

Books

• Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, O'Reilly Media

Web Development

• Django Full Stack Web Development Bootcamp (Udemy)
• Comprehensive FastAPI + PostgreSQL API Development course (freeCodeCamp)
• freeCodeCamp's Django Course
• Tech with Tim's Flask Tutorial (YouTube playlist)
• Krish Naik's MongoDB Tutorial (YouTube playlist)

Books

• Flask Web Development by Miguel Grinberg, O'Reilly Media

Miscellaneous

• Official Python Documentation
• Subreddits: r/python, r/learnpython
• Blog: Real Python
• Python Cheatsheet
• Online IDE: Repl.it
• IDE: PyCharm
• IDE: Visual Studio Code Python Documentation & Install guide