Structured self-education framework: (1) Define specific target outcome. (2) Research 20 job listings — top skills by frequency are your curriculum. (3) Build learning stack foundations-first — map dependencies, skip no prerequisites. (4) Choose one primary resource per skill and commit. (5) Build projects as you learn. (6) Set milestone-based progress checks every 4–8 weeks. (7) Get feedback early from communities, mentors, and peers. Self-education fails when treated as interesting courses taken whenever motivated rather than a structured system with a destination.