{"id":15,"date":"2019-12-14T13:17:52","date_gmt":"2019-12-14T13:17:52","guid":{"rendered":"http:\/\/vargas-solar.com\/data-ml-studios\/?page_id=15"},"modified":"2020-01-24T17:21:34","modified_gmt":"2020-01-24T17:21:34","slug":"hands-on","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/data-ml-studios\/hands-on\/","title":{"rendered":"HANDS ON"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Preparing your environment<\/h3>\n\n\n\n<p>If you are willing to use your own computer, using a self contained Data Science environment follow two steps (requires medium technical skills):<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>Download&nbsp;<a href=\"https:\/\/www.anaconda.com\/download\/#macos\" target=\"_blank\" rel=\"noreferrer noopener\">Anaconda<\/a>&nbsp;according to the characteristics of your machine and OS.<\/li><li>Install Anaconda following the instructions according to your OS (<a href=\"https:\/\/docs.anaconda.com\/anaconda\/install\/windows\/\" target=\"_blank\" rel=\"noreferrer noopener\">Windows<\/a>,&nbsp;<a href=\"https:\/\/docs.anaconda.com\/anaconda\/install\/mac-os\/\" target=\"_blank\" rel=\"noreferrer noopener\">MacOS<\/a>).<\/li><\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Data Science Project<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>HO-1: Getting acquainted to notebooks for developing data science projects [<a href=\"http:\/\/vargas-solar.com\/data-ml-studios\/ho-1-getting-acquainted-to-notebooks-for-developing-data-science-projects\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"HO-1 (opens in a new tab)\">HO-1<\/a>]<\/li><li>HO-2: First step to the definition of data science projects [<a rel=\"noreferrer noopener\" aria-label=\"HO-2 (opens in a new tab)\" href=\"http:\/\/vargas-solar.com\/data-ml-studios\/hands-on-2-extracting-a-pipeline-from-a-ds-project\/\" target=\"_blank\">HO-2<\/a>]<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Data Science Pipelines<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li>HO-3: Extracting and specifying pipelines out of data science projects [<a rel=\"noreferrer noopener\" aria-label=\"HO-3 (opens in a new tab)\" href=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/statistical-inference\/\" target=\"_blank\">HO-3<\/a>]<\/li><li>HO-4: Unsupervised learning comparing clustering methods [<a rel=\"noreferrer noopener\" aria-label=\"HO-4 (opens in a new tab)\" href=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/hands-on\/unsupervised-learning-comparing-clustering-methods\/\" target=\"_blank\">HO-4<\/a>]<\/li><li>HO-5: Predicting diabetes [<a rel=\"noreferrer noopener\" aria-label=\"HO-5 (opens in a new tab)\" href=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/logistic-regression\/\" target=\"_blank\">HO-5<\/a>]<\/li><li>HO-6: Discovering communities [<a rel=\"noreferrer noopener\" aria-label=\"HO-7 (opens in a new tab)\" href=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/network-analysis\/\" target=\"_blank\">HO-<\/a>6]<\/li><li>HO-7: PySpark [<a href=\"http:\/\/vargas-solar.com\/data-ml-studios\/ho-6-etl-using-pyspark\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"HO-7 (opens in a new tab)\">HO-7<\/a>]<\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Preparing your environment If you are willing to use your own computer, using a self contained Data Science environment follow two steps (requires medium technical skills): Download&nbsp;Anaconda&nbsp;according to the characteristics of your machine and OS. Install Anaconda following the instructions according to your OS (Windows,&nbsp;MacOS). Data Science Project HO-1: Getting acquainted to notebooks for developing [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-15","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/data-ml-studios\/wp-json\/wp\/v2\/pages\/15","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/data-ml-studios\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/data-ml-studios\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-ml-studios\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-ml-studios\/wp-json\/wp\/v2\/comments?post=15"}],"version-history":[{"count":18,"href":"http:\/\/vargas-solar.com\/data-ml-studios\/wp-json\/wp\/v2\/pages\/15\/revisions"}],"predecessor-version":[{"id":133,"href":"http:\/\/vargas-solar.com\/data-ml-studios\/wp-json\/wp\/v2\/pages\/15\/revisions\/133"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/data-ml-studios\/wp-json\/wp\/v2\/media?parent=15"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}