The essential python skills you need in artificial intelligence and machine learning, including libraries like NumPy, Pandas, Matplotlib, Scikit-Learn and PyTorch. In this video, I break down why you should learn python for AI/ML, then walk you through the core python concepts you need to know, giving you a clear roadmap for your own studies. I’ll also share the free resources that helped me along the way. RESOURCES MENTIONED Python Virtual Environments: W3Schools: PY4E: Python for Everybody Specialization: Python Data Science Handbook: Python Data Science Handbook GitHub: freeCodeCamp OOP with Python: GIT CHEAT SHEET: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Deep Learning with PyTorch: TIMESTAMPS 0:00 - Introduction 0:26 - Why Should You Even Learn Python for AI/ML? 1:25 - Stage 1 2:19 - Stage 2 3:09 - Stage 3 3:58 - Stage 4 5:17 - Stage 5 #python #ai #machinelearning #datascience