full YouTube-based roadmap from zero to AI engineer
Perfect! Since you want a full YouTube-based roadmap from zero to AI engineer, here’s a step-by-step plan with actual channels and playlists that are free and beginner-friendly. You can follow them in order: --- Step 1: Learn Python (Programming Foundation) Channel: freeCodeCamp.org Playlist / Video: Python for Beginners - Full Course (4h 20m) Learn variables, loops, functions, lists, dictionaries, file handling. Python is the main language for AI. --- Step 2: Math Foundations (Linear Algebra, Probability, Statistics) Channel: Khan Academy Playlists / Videos: Linear Algebra: https://www.youtube.com/playlist?list=PL1328115D3D8A2566 Probability & Statistics: https://www.youtube.com/playlist?list=PL1328115D3D8A2566 Focus on basics; you don’t need to master everything at first. --- Step 3: Introduction to Machine Learning Channel: freeCodeCamp.org Video / Playlist: Machine Learning with Python - Full Course (6h 30m) Covers supervised learning, unsupervised learning, regression, cl...