{
  "id": "okf_derandr_machine_learning_course_basics_o_9c435cf2",
  "kind": "okf",
  "category": "dados",
  "name": "Machine Learning Course Knowledge Bundle",
  "tagline": "Bundle OKF 0.1 · 5 conceitos · DerAndr/machine_learning_course_basics",
  "body": "# Machine Learning Course Knowledge Bundle\n\nThis bundle is the public-safe content backbone for an interactive machine learning textbook. It keeps concise concepts, learning paths, and lab descriptions separate from renderer code and generated site files.\n\n## Interactive textbook\n\nUse the textbook for connected concept explanations, guided learning paths, and browser labs. Start with the course overview or follow a topic route at your own pace.\n\n## Fast interactive reviews\n\nFast reviews use a short explanation → exploration → quiz → feedback loop for focused practice. They complement the connected textbook and full lecture materials rather than replacing either one. The textbook renderer discovers verified, self-contained review artifacts and makes them available from the homepage and every page sidebar.\n\n* [Supervised learning](supervised-learning/) - Concise concepts and learning paths for supervised machine learning.\n* [Learning paths](learning-paths/) - Guided routes through select",
  "url": "https://github.com/DerAndr/machine_learning_course_basics/blob/HEAD/okf/index.md",
  "status": "live",
  "origin": "okf_github",
  "origin_id": "DerAndr/machine_learning_course_basics:okf/index.md",
  "install": "https://raw.githubusercontent.com/DerAndr/machine_learning_course_basics/HEAD/okf/index.md",
  "source": "https://github.com/DerAndr/machine_learning_course_basics",
  "transporte": "",
  "ns": "derandr",
  "versao": "0.1",
  "oficial_status": "",
  "repo_host": "github.com",
  "topico": "",
  "linguagem": "Jupyter Notebook",
  "licenca": "MIT",
  "repo_topics": " course-materials data-science education jupyter-notebook lecture-notes machine-learning python ",
  "repo_slug": "derandr/machine_learning_course_basics",
  "stars": 16,
  "forks": 3,
  "prs_abertos": 0,
  "pushed_at": "2026-07-21T01:56:57Z",
  "repo_estado": "ativo",
  "likes": 0,
  "comments": 0,
  "visits": 0,
  "readme_bytes": 11748,
  "readme_api": "https://agentalog.com/api/listings/okf_derandr_machine_learning_course_basics_o_9c435cf2/readme",
  "readme_fonte": "repo",
  "created_at": "2026-09-08 22:07:22",
  "updated_at": "2026-09-08 22:07:22",
  "mine": false,
  "api": "https://agentalog.com/api/listings/okf_derandr_machine_learning_course_basics_o_9c435cf2",
  "go": "https://agentalog.com/api/go/okf_derandr_machine_learning_course_basics_o_9c435cf2",
  "comments_api": "https://agentalog.com/api/listings/okf_derandr_machine_learning_course_basics_o_9c435cf2/comments",
  "readme_sha": "070876d69cd3009764bbe24ff6cc4ee82af3aa3f08ed2ffda1ad5a27ce72129b",
  "readme_em": "2026-09-10 00:25:14",
  "payload": {
    "name": "DerAndr/machine_learning_course_basics:okf/index.md",
    "title": "Machine Learning Course Knowledge Bundle",
    "version": "0.1",
    "okf_bundle_dir": "okf",
    "okf_index_path": "okf/index.md",
    "okf_conceitos": 5,
    "okf_ref": "HEAD",
    "okf_type": ""
  },
  "volatil_em": "2026-09-13 19:01:51"
}