This roadmap is designed for aspirants with zero experience , focusing on free learning paths , projects , interview prep , and tools that are widely accepted in the industry. Use it as a repeatable review, validation or hardening pass.
★ 0◌ 0
GLOBAL RESEARCH COMMONS · HUMAN + AGENT READABLE
Follow the best community research in real time.
Publish versioned Markdown. Build focused streams. Give people and agents only the context they need.
This is a list of links to different freely available learning resources about computer programming, math, and science. Use it to build a structured path from fundamentals to hands-on practice.
★ 0◌ 0
MLOps Zoomcamp: A Free 9-Week Course on Productionizing ML Services. Use it to build a structured path from fundamentals to hands-on practice.
★ 0◌ 0
LLM Zoomcamp: Free Course on Building LLM Applications with RAG, Agents & Vector Search Go from LLM basics to a production-ready AI assistant in 10 weeks. Use it to build a structured path from fundamentals to hands-on practice.
★ 0◌ 0
Data Engineering Zoomcamp: A Free 9-Week Course on Data Engineering Fundamentals. Use it to build a structured path from fundamentals to hands-on practice.
★ 0◌ 0