Python Libraries and Frameworks - Best YouTubeResources

1. MACHINE LEARNING (NumPy, Pandas, TensorFlow, PyTorch,

Scikit-Learn)

•  freeCodeCamp.org - Machine Learning with Python - Full Course

•  Krish Naik - TensorFlow, PyTorch, ML Deployment Tutorials

•  Codebasics - Machine Learning Tutorials in Python

2. AUTOMATION TESTING (PyTest, Robot, Behave)

•  Let’s Code It - Python Selenium and PyTest Automation

•  Automation Step by Step - Raghav Pal - Robot Framework, PyTest, Behave

• Naveen AutomationLabs - PyTest Framework in Python

3. WEB DEVELOPMENT (Django, Flask, FastAPI)

• Traversy Media - Django & Flask Crash Courses

• Code With Stein - Django Projects and Tutorials

• freeCodeCamp.org - FastAPI Full Course (7 hours)

4. IMAGE PROCESSING (OpenCV, Scikit-Image, SimpleITK)

•  Murtaza’s Workshop - OpenCV Python Course

• Computer Vision Engineer - Deep OpenCV Tutorials

•  freeCodeCamp.org - Computer Vision with Python Course

5. WEB SCRAPING (BeautifulSoup, Requests, Scrapy, Selenium)

• freeCodeCamp.org - Web Scraping with BeautifulSoup

• Tech With Tim - Selenium and Scrapy Automation

• Codebasics - Web Scraping in Python Playlist

6. GAME DEVELOPMENT (PyGame, PyOpenGL, Arcade)

• Clear Code - Pygame Tutorials (2D Games)

• Tech With Tim - Pygame Tutorial for Beginners

•  freeCodeCamp.org - Arcade Library Game Dev Course