{"id":16852130,"url":"https://github.com/juliasilge/supervised-ml-case-studies-course","last_synced_at":"2025-04-07T11:08:53.613Z","repository":{"id":47593576,"uuid":"189779321","full_name":"juliasilge/supervised-ML-case-studies-course","owner":"juliasilge","description":"Supervised machine learning case studies in R! 💫 A free interactive tidymodels course ","archived":false,"fork":false,"pushed_at":"2023-06-19T19:30:06.000Z","size":52522,"stargazers_count":221,"open_issues_count":4,"forks_count":76,"subscribers_count":13,"default_branch":"master","last_synced_at":"2024-10-14T13:35:01.062Z","etag":null,"topics":["machine-learning","online-course","rstats","supervised-machine-learning"],"latest_commit_sha":null,"homepage":"https://supervised-ml-course.netlify.app/","language":"CSS","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/juliasilge.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2019-06-01T21:32:47.000Z","updated_at":"2024-09-10T15:01:01.000Z","dependencies_parsed_at":"2022-09-06T04:12:27.237Z","dependency_job_id":"2a524af1-4606-45cd-a2d7-4f1015ee8278","html_url":"https://github.com/juliasilge/supervised-ML-case-studies-course","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/juliasilge%2Fsupervised-ML-case-studies-course","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/juliasilge%2Fsupervised-ML-case-studies-course/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/juliasilge%2Fsupervised-ML-case-studies-course/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/juliasilge%2Fsupervised-ML-case-studies-course/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/juliasilge","download_url":"https://codeload.github.com/juliasilge/supervised-ML-case-studies-course/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247640465,"owners_count":20971557,"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":["machine-learning","online-course","rstats","supervised-machine-learning"],"created_at":"2024-10-13T13:35:29.077Z","updated_at":"2025-04-07T11:08:53.570Z","avatar_url":"https://github.com/juliasilge.png","language":"CSS","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n\u003cimg src=\"static/logo.svg\" align=\"center\" width=\"450px\"/\u003e\n\u003c/p\u003e\n\n# Welcome to the course repo for **[Supervised Machine Learning: Case Studies in R](https://supervised-ml-course.netlify.com/)**! 🎉 \n\nYou can access [this course for free online](https://supervised-ml-course.netlify.com/).\n\nThis course approaches supervised machine learning using:\n\n- the [tidyverse](https://www.tidyverse.org/)\n- the [tidymodels](https://www.tidymodels.org/) ecosystem\n\nThe interactive course site is built on the amazing framework created by [Ines Montani](https://ines.io/), originally built for her [spaCy course](https://course.spacy.io).  The front-end is powered by\n[Gatsby](http://gatsbyjs.org/) and [Reveal.js](https://revealjs.com) and the\nback-end code execution uses [Binder](https://mybinder.org). [Florencia D'Andrea](https://florencia.netlify.com/) helped port the course materials and made the fun logo.\n\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/juliasilge/supervised-ML-case-studies-course/binder) \n![Netlify Status](https://api.netlify.com/api/v1/badges/3ba21376-9a18-4cf0-960e-2c65e6bc2bbd/deploy-status)\n\nTo learn more about building a course on this framework, see Ines's starter repos for making courses in [Python](https://github.com/ines/course-starter-python) and [R](https://github.com/ines/course-starter-r), and her explanation of how the framework works at [the original course repo](https://github.com/ines/spacy-course#-faq). The original version of this course based on the R package caret [is available here](https://caret-ml-course.netlify.app/).\n\nPlease note that this project is released with a [Contributor Code of Conduct](CODE_OF_CONDUCT.md). By contributing to this project, you agree to abide by its terms.\n\nThe course material in this course is licensed [CC-BY-SA](https://creativecommons.org/licenses/by-sa/4.0/), meaning you are free to use it, change it, and remix it as long as you give appropriate credit and distribute any new materials under the same license.  The _code_ is [MIT](https://opensource.org/licenses/MIT)-licensed.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjuliasilge%2Fsupervised-ml-case-studies-course","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjuliasilge%2Fsupervised-ml-case-studies-course","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjuliasilge%2Fsupervised-ml-case-studies-course/lists"}