{"id":27309729,"url":"https://github.com/elloa/feira2018","last_synced_at":"2026-03-09T19:14:44.000Z","repository":{"id":72805862,"uuid":"159409247","full_name":"elloa/feira2018","owner":"elloa","description":"Material do minicurso mão na massa para a Feira do Polo Digital 2018","archived":false,"fork":false,"pushed_at":"2018-11-28T18:43:00.000Z","size":1080,"stargazers_count":10,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-12T05:37:27.647Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/elloa.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2018-11-27T22:34:52.000Z","updated_at":"2019-02-17T04:02:49.000Z","dependencies_parsed_at":null,"dependency_job_id":"a271808e-c67f-45fb-a375-f588c556326c","html_url":"https://github.com/elloa/feira2018","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/elloa/feira2018","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elloa%2Ffeira2018","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elloa%2Ffeira2018/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elloa%2Ffeira2018/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elloa%2Ffeira2018/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/elloa","download_url":"https://codeload.github.com/elloa/feira2018/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elloa%2Ffeira2018/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30308947,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-09T17:35:44.120Z","status":"ssl_error","status_checked_at":"2026-03-09T17:35:43.707Z","response_time":61,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":[],"created_at":"2025-04-12T05:37:02.307Z","updated_at":"2026-03-09T19:14:43.995Z","avatar_url":"https://github.com/elloa.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning com Python - Feira do Polo Digital 2018\n\n\n**Facilitadora**: Elloá B. Guedes  \n**E-mail**: ebgcosta@uea.edu.br  \n**Site**: www.elloaguedes.com  \n**Data**: 28/11/2018  \n**Evento**: http://www.feiradopolodigitaldemanaus.com.br/\n\n\n## Objetivo\n\nO minicurso irá considerar a prática de conceitos relativos ao Aprendizado de Máquina, em que o aluno terá a oportunidade de exercitá-los usando ferramentas e tecnologias de vanguarda. No minicurso, serão trabalhados aspectos como organização e visualização de dados, construção de modelos inteligentes para aprendizado de padrões e realização de previsões e ainda a interpretação e discussão acerca dos resultados obtidos. Os exemplos usados no minicurso serão oriundos de cenários reais, permitindo aos alunos ampliarem seus horizontes sobre esta área e sua infinidade de aplicações no mundo de hoje.\n\n## Requisitos\n\n* [Python 3+](http://python.org/)\n* [Anaconda](/www.anaconda.com/download)\n* [Jupyter Notebooks](http://jupyter.org/)\n* [Sci-kit learn](http://scikit-learn.org/)\n* [Pandas](https://pandas.pydata.org)\n\n## Material do Minicurso\n\n1. [Slides](./elloa-codese2018-slides.pdf)\n2. [Dataset](https://raw.githubusercontent.com/elloa/feira2018/master/iris/iris.csv)\n    * Clique com o botão direito em Salvar como ... (.csv)\n2. [Notebook](https://raw.githubusercontent.com/elloa/feira2018/master/iris/notebook.ipynb)\n      * Clique com o botão direito em Salvar como ... (.ipynb)\n3. [Gabarito](./iris/gabarito.md)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felloa%2Ffeira2018","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Felloa%2Ffeira2018","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felloa%2Ffeira2018/lists"}