Suggested Sequence

~1–1.5 hrs on weekday evenings. Free short videos = evening warm-ups; Udemy project weeks = the deeper blocks.

Weeks	Focus	Resources
1-2	Foundations	Pillar 1 (transformers, 4 videos) + Pillar 2 start (Ed Donner Wks 1-2)
3-5	RAG KEY	Pillar 3 all (build in Wk5) + Pillar 9 RAGAS
6	Fine-tuning (optional)	Pillar 4 - skim unless a role needs it
7-8	Agents + Context	Pillar 5 (Andrew Ng) + Pillar 6 (context/memory)
9-11	Frameworks	Pillar 7 - ByteMonk → LangGraph → multi-agent
12-13	MCP + Security	Pillar 8 (build + security) + Pillar 10 (OWASP Top-10)
14-17	Build & Ship	Ed Donner Agentic AI Engineering - deploy 2-3 projects

Portfolio rule: Clean READMEs (problem → approach → results → next) + a 2-min demo each. Deployed, demoable projects beat any certificate.