{"adoption": {"forks": 2432, "observed_at": "2026-08-28T04:09:15.840117+00:00", "stars": 5340}, "canonical_url": "https://ross.abutalabs.com/products/deeplearningai-summary", "card": {"archived": false, "artifact_type": "learning-resource", "description": "This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.", "domain": ["deep-learning", "machine-learning", "tutorials", "education"], "enriched": true, "function": ["deep-learning", "machine-learning", "nlp", "computer-vision"], "health_score": 74, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "stable", "member_repos": ["mbadry1/DeepLearning.ai-Summary"], "name": "mbadry1/DeepLearning.ai-Summary", "platform": ["python"], "pushed_at": "2026-06-27T21:09:36+00:00", "repo": "mbadry1/DeepLearning.ai-Summary", "stars": 5340, "tags": ["notes", "coursera", "andrew-ng", "neural-networks", "study-guide", "summary"], "topics": ["deep-learning", "neural-network", "coursera", "andrew-ng"], "urls": [], "use_cases": ["review deep learning concepts before an interview", "supplement the Coursera deep learning specialization with concise notes", "quickly revise CNN and sequence model topics", "decide whether to take the DeepLearning.ai specialization", "study neural network fundamentals for free"], "what_it_is": "A collection of personal notes and summaries for the five DeepLearning.ai specialization courses by Andrew Ng on Coursera. It serves as a free study companion covering neural networks, CNNs, sequence models, and ML project structuring.", "when_to_avoid": ["you need a runnable deep learning library or framework", "you want comprehensive, up-to-date tutorials rather than course-specific notes"], "when_to_choose": ["you are taking or planning to take the DeepLearning.ai specialization and want condensed notes", "you want a quick refresher on Andrew Ng's deep learning course material"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/deeplearningai-summary", "repo": "mbadry1/DeepLearning.ai-Summary", "role": "main", "score": 72}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.840117+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:58:50.110853+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eda52090040e2cd09ef9f98d7a49979752dee9c1dd630c6154e7badbe03b4c91", "fetched_at": "2026-08-28T04:09:15.840117+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mbadry1/DeepLearning.ai-Summary"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 89, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3216, "days_push": 67, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 72, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}