{"adoption": {"forks": 423, "observed_at": "2026-08-28T04:04:53.133899+00:00", "stars": 1495}, "canonical_url": "https://ross.abutalabs.com/products/complete-roadmap-to-learn-ai", "card": {"archived": false, "artifact_type": "learning-resource", "description": null, "domain": ["artificial-intelligence", "machine-learning", "large-language-models", "tutorials", "awesome-lists"], "enriched": true, "function": ["documentation"], "health_score": 43, "homepage": null, "language": null, "license": "GPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["krishnaik06/Complete-RoadMap-To-Learn-AI"], "name": "krishnaik06/Complete-RoadMap-To-Learn-AI", "platform": [], "pushed_at": "2025-08-19T08:28:53+00:00", "repo": "krishnaik06/Complete-RoadMap-To-Learn-AI", "stars": 1495, "tags": ["roadmap", "ai-education", "learning-path", "curriculum", "agentic-ai", "generative-ai", "data-science", "web-server"], "topics": [], "urls": [], "use_cases": ["find a roadmap to learn AI from scratch", "plan a data science learning path for 2025", "figure out how to become a generative AI engineer", "learn agentic AI and autonomous agents step by step", "compare AI career paths and how long each takes", "get a structured curriculum for LLMs and prompt engineering"], "what_it_is": "A curated GitHub roadmap outlining three learning paths for mastering AI in 2025: Data Science/NLP/Computer Vision, Generative AI, and Agentic AI. It links to detailed companion roadmaps with resources, durations, and career outcomes.", "when_to_avoid": ["you need runnable code, libraries, or tools", "you want an in-depth course rather than a high-level roadmap", "you need a formal certification or accredited curriculum"], "when_to_choose": ["you want a guided, structured overview of what to learn in AI", "you need curated links to deeper roadmaps and resources", "you are deciding between data science, GenAI, and agentic AI tracks"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/complete-roadmap-to-learn-ai", "repo": "krishnaik06/Complete-RoadMap-To-Learn-AI", "role": "main", "score": 34}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:53.133899+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:33:17.534932+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f60aec780f33a81397bd2e1b3f356f884d4064d5fc7b1802ecb38ae145642ef9", "fetched_at": "2026-08-28T04:04:53.133899+00:00", "kind": "readme", "missing": false, "url": "https://github.com/krishnaik06/Complete-RoadMap-To-Learn-AI"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 37, "longevity": 27, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 381, "days_push": 379, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 34, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}