Beginner's Guide to Learning AI: Master Core Technologies from Scratch

A tech professional with five years of experience in frontend development and big data R&D wants to dive deep into the principles and methods of artificial intelligence, going beyond just tool usage. They’re seeking a structured learning path with recommendations for books or video tutorials to comprehensively enhance their understanding. This request reflects the urgent demand among tech professionals for AI skill development and provides valuable beginner guidance for those interested in cutting-edge technology. The content focuses on building an AI learning framework, emphasizing understanding principles rather than just using tools, helping readers plan their learning direction.