A comprehensive AI/ML learning roadmap has been developed to guide learners from beginner to advanced levels using only free resources. This structured path addresses common issues with existing roadmaps, such as being too shallow, overly theoretical, outdated, or fragmented. It begins with foundational knowledge in Python and math, then progresses through core machine learning, deep learning, LLMs, NLP, generative AI, and agentic systems, with each phase including practical projects to reinforce learning. The roadmap is open for feedback to ensure it remains a valuable and accurate tool for anyone serious about learning AI/ML without incurring costs. This matters because it democratizes access to quality AI/ML education, enabling more individuals to develop skills in this rapidly growing field.
