{"adoption": {"forks": 1315, "observed_at": "2026-08-28T04:05:32.356261+00:00", "stars": 1758}, "canonical_url": "https://ross.abutalabs.com/products/enggen-deep-learning-coursera", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Deep Learning Specialization by Andrew Ng, deeplearning.ai.", "domain": ["deep-learning", "machine-learning", "tutorials", "artificial-intelligence"], "enriched": true, "function": ["deep-learning", "machine-learning", "nlp", "computer-vision"], "health_score": 20, "homepage": null, "language": "Jupyter Notebook", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["enggen/Deep-Learning-Coursera"], "name": "enggen/Deep-Learning-Coursera", "platform": ["python", "cross-platform"], "pushed_at": "2021-04-29T15:06:59+00:00", "repo": "enggen/Deep-Learning-Coursera", "stars": 1758, "tags": ["coursera", "andrew-ng", "jupyter-notebooks", "coursework", "educational"], "topics": [], "urls": [], "use_cases": ["learn deep learning from scratch following Andrew Ng's course", "find reference solutions for Coursera deep learning assignments", "study neural network basics with worked notebooks", "review hyperparameter tuning and regularization techniques", "prepare for a career transition into AI", "supplement coursework with example implementations"], "what_it_is": "A collection of Jupyter Notebook solutions and notes for Andrew Ng's Deep Learning Specialization on Coursera (deeplearning.ai). It covers neural networks, hyperparameter tuning, regularization, optimization, and ML project structuring.", "when_to_avoid": ["you need a production-ready deep learning library or framework", "you want maintained, up-to-date course materials (repo has no license and last release was 2021)", "you need advanced topics beyond the specialization's scope like transformers or LLMs"], "when_to_choose": ["you are taking or reviewing the Deep Learning Specialization and want worked notebooks", "you prefer learning by reading and running Jupyter Notebook examples", "you want a free structured path into deep learning fundamentals"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/enggen-deep-learning-coursera", "repo": "enggen/Deep-Learning-Coursera", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:32.356261+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:27:34.311229+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "85f072e2ad5f42a55ed8e56b23b0b229fee748234f8c0056a735a0ef784c43e5", "fetched_at": "2026-08-28T04:05:32.356261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/enggen/Deep-Learning-Coursera"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3238, "days_push": 1952, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}