{"id":56,"date":"2023-10-30T02:33:01","date_gmt":"2023-10-30T02:33:01","guid":{"rendered":"http:\/\/vargas-solar.com\/data-curation-tutorial\/?page_id=56"},"modified":"2023-11-22T22:21:42","modified_gmt":"2023-11-22T22:21:42","slug":"hands-on","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/data-curation-tutorial\/long-version\/hands-on\/","title":{"rendered":"Hands-On"},"content":{"rendered":"\n<p>Some of the following hands-on exercises are modified versions of the ones proposed in L. Igual and S. Segu\u00ed,&nbsp;<em>Introduction to Data Science: A Python approach to concepts, techniques and applications<\/em>, Undergraduate Topics in Computer Science Series, Springer, 2017<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Material<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>Create a Kaggle account&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.kaggle.com\" target=\"_blank\">https:\/\/www.kaggle.com<\/a><\/li><li>Access your Kaggle account (https:\/\/www.kaggle.com\/) and follow the instructions in the class.<\/li><li>Prepare your Kaggle environment following the instructions&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/getting-started-with-kaggle\/\" target=\"_blank\">here<\/a><\/li><li>Have a Google account for using Colab https:\/\/colab.research.google.com<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Activities<\/h3>\n\n\n\n<ol class=\"wp-block-list\"><li>Getting started with the data science ecosystem [<a rel=\"noreferrer noopener\" href=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/hands-on\/getting-started-with-the-data-science-ecosystem\/\" target=\"_blank\">HO-1<\/a>]<\/li><li>Creating a metadata repository on Apache ATLAS [<a href=\"https:\/\/github.com\/javieraespinosa\/lifranum\/blob\/main\/tutorials\/atlas-tutorial1.md\" target=\"_blank\" rel=\"noreferrer noopener\">HO-2a<\/a>] [<a href=\"https:\/\/github.com\/javieraespinosa\/lifranum\/blob\/main\/tutorials\/atlas-tutorial2.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">HO-2b<\/a>]<\/li><li>Identifying outliers with classification techniques [<a href=\"https:\/\/gist.github.com\/gevargas\/7d649f530011e70557c92889b0ba1d27\" target=\"_blank\" rel=\"noreferrer noopener\">HO-3<\/a>]<\/li><\/ol>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Some of the following hands-on exercises are modified versions of the ones proposed in L. Igual and S. Segu&iacute;,&nbsp;Introduction to Data Science: A Python approach to concepts, techniques and applications, Undergraduate Topics in Computer Science Series, Springer, 2017 Material Create a Kaggle account&nbsp;https:\/\/www.kaggle.com Access your Kaggle account (https:\/\/www.kaggle.com\/) and follow the instructions in the class. [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":91,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-56","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages\/56","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/comments?post=56"}],"version-history":[{"count":6,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages\/56\/revisions"}],"predecessor-version":[{"id":73,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages\/56\/revisions\/73"}],"up":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/pages\/91"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/data-curation-tutorial\/wp-json\/wp\/v2\/media?parent=56"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}