{"id":14958217,"url":"https://github.com/microsoft/ml-for-beginners","last_synced_at":"2025-09-09T19:53:41.899Z","repository":{"id":37260769,"uuid":"343965132","full_name":"microsoft/ML-For-Beginners","owner":"microsoft","description":"12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all","archived":false,"fork":false,"pushed_at":"2025-04-16T15:36:30.000Z","size":749206,"stargazers_count":72221,"open_issues_count":9,"forks_count":15662,"subscribers_count":1022,"default_branch":"main","last_synced_at":"2025-05-12T16:17:43.407Z","etag":null,"topics":["data-science","education","machine-learning","machine-learning-algorithms","machinelearning","machinelearning-python","microsoft-for-beginners","ml","python","r","scikit-learn","scikit-learn-python"],"latest_commit_sha":null,"homepage":"https://microsoft.github.io/ML-For-Beginners/","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/microsoft.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":"SUPPORT.md","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-03-03T01:34:05.000Z","updated_at":"2025-05-12T15:08:12.000Z","dependencies_parsed_at":"2022-08-08T19:31:01.083Z","dependency_job_id":"eb21f318-b20f-4760-8195-e2018fe076aa","html_url":"https://github.com/microsoft/ML-For-Beginners","commit_stats":{"total_commits":1394,"total_committers":141,"mean_commits":9.886524822695035,"dds":0.6111908177905309,"last_synced_commit":"b6381de2e3776af70e3310093b4cdb6cf11bd116"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FML-For-Beginners","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FML-For-Beginners/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FML-For-Beginners/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2FML-For-Beginners/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microsoft","download_url":"https://codeload.github.com/microsoft/ML-For-Beginners/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253774592,"owners_count":21962199,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-science","education","machine-learning","machine-learning-algorithms","machinelearning","machinelearning-python","microsoft-for-beginners","ml","python","r","scikit-learn","scikit-learn-python"],"created_at":"2024-09-24T13:16:29.410Z","updated_at":"2025-05-12T16:18:04.228Z","avatar_url":"https://github.com/microsoft.png","language":"HTML","readme":null,"funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicrosoft%2Fml-for-beginners","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmicrosoft%2Fml-for-beginners","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicrosoft%2Fml-for-beginners/lists"}