{"id":95,"date":"2021-03-03T22:50:54","date_gmt":"2021-03-03T21:50:54","guid":{"rendered":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/?page_id=95"},"modified":"2023-03-23T21:20:35","modified_gmt":"2023-03-23T20:20:35","slug":"data-science-workshop","status":"publish","type":"page","link":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/en\/courses\/data-science-workshop\/","title":{"rendered":"Data Science Workshop"},"content":{"rendered":"\n<p><strong>Plan of lectures:<\/strong><\/p>\n\n\n\n<ol><li>Introduction (24.02.2023)<\/li><li>Work organisation (24.02.2023)<\/li><li><\/li><\/ol>\n\n\n\n<p><strong>Resources:<\/strong><\/p>\n\n\n<style type='text\/css'>\r\n  #mla_gallery-1 {\r\n    margin: auto;\r\n  }\r\n  #mla_gallery-1 .gallery-row {\r\n    float: none;\r\n    margin-top: 10px;\r\n    border-top: 1px solid #ddd;\r\n    text-align: center;\r\n    width: 30.3%;\r\n    \r\n  }\r\n  #mla_gallery-1 .gallery-row td.gallery-icon {\r\n    width: 60;\r\n    height: 60;\r\n    vertical-align: top;\r\norientation:landscape\r\n  }\r\n  #mla_gallery-1 .gallery-row .gallery-icon img {\r\n    border: 2px solid #cfcfcf;\r\n  }\r\n  #mla_gallery-1 .gallery-caption {\r\n    margin-left: 0;\r\n    vertical-align: top;\r\n  }\r\n<\/style><div id='mla_gallery-1' class='gallery galleryid-95 gallery-columns-3 gallery-size-thumbnail'>\r\n<!-- row-open -->\r\n<figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/01_Handout_-DataScienceWorkshop-1.pdf'><img width=\"116\" height=\"150\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/01_Handout_-DataScienceWorkshop-1-pdf-116x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-96'>\n\tIntroduction\n\t<\/figcaption><\/figure><figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/02_Handout_-DataScienceWorkshop.pdf'><img width=\"116\" height=\"150\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/02_Handout_-DataScienceWorkshop-pdf-116x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-97'>\n\tWork organisation\n\t<\/figcaption><\/figure><figure class='gallery-item last_in_row'>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/03_Handout_-DataScienceWorkshop-1.pdf'><img width=\"116\" height=\"150\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/03_Handout_-DataScienceWorkshop-1-pdf-116x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-98'>\n\tTeamworking\n\t<\/figcaption><\/figure><br style=\"clear: both\" \/>\r\n<!-- row-open -->\r\n<figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/04_Handout_-DataScienceWorkshop-2.pdf'><img width=\"116\" height=\"150\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/04_Handout_-DataScienceWorkshop-2-pdf-116x150.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-268'>\n\tCommunication\n\t<\/figcaption><\/figure><figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/05_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/05_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-269'>\n\tBusiness aspects\n\t<\/figcaption><\/figure><figure class='gallery-item last_in_row'>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/06_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/06_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-270'>\n\tStakeholders\n\t<\/figcaption><\/figure><br style=\"clear: both\" \/>\r\n<!-- row-open -->\r\n<figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/07_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/07_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-271'>\n\tDesign\n\t<\/figcaption><\/figure><figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/08_Handout_-DataScienceWorkshop.pdf\" title=\"Research in business\"><img src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/plugins\/media-library-assistant\/includes\/mla-stream-image.php?mla_admin_nonce=88a93661c2&page=mla-menu&mla_stream_file=%2Fhome2%2Fsamba%2Flucknerm%2Fpublic_html%2Fwp-content%2Fuploads%2F2021%2F03%2F08_Handout_-DataScienceWorkshop.pdf&mla_stream_width=150&mla_stream_height=150&mla_stream_fit=1\" alt=\"Research in business\"><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-272'>\n\tResearch in business\n\t<\/figcaption><\/figure><figure class='gallery-item last_in_row'>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/09_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/09_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-273'>\n\tBusiness problems definition and solution\n\t<\/figcaption><\/figure><br style=\"clear: both\" \/>\r\n<!-- row-open -->\r\n<figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/10_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/10_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-279'>\n\tPrototyping\n\t<\/figcaption><\/figure><figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/11_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/11_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-274'>\n\tUX Design\n\t<\/figcaption><\/figure><figure class='gallery-item last_in_row'>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/12_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/12_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-275'>\n\tUsability and acceptance testing\n\t<\/figcaption><\/figure><br style=\"clear: both\" \/>\r\n<!-- row-open -->\r\n<figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/13_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/13_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-276'>\n\tState of the art\n\t<\/figcaption><\/figure><figure class='gallery-item '>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/14_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/14_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-277'>\n\tReporting\n\t<\/figcaption><\/figure><figure class='gallery-item last_in_row'>\r\n\t<div class='gallery-icon landscape'>\r\n\t\t<a href='https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/15_Handout_-DataScienceWorkshop.pdf'><img width=\"150\" height=\"116\" src=\"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/wp-content\/uploads\/2021\/03\/15_Handout_-DataScienceWorkshop-pdf-150x116.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" loading=\"lazy\" \/><\/a>\r\n\t<\/div>\r\n\t<figcaption class='wp-caption-text gallery-caption' id='mla_gallery-1-278'>\n\tResults presentation\n\t<\/figcaption><\/figure><br style=\"clear: both\" \/>\r\n<\/div>\r\n\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Plan of lectures: Introduction (24.02.2023) Work organisation (24.02.2023) Resources:<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":77,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/pages\/95"}],"collection":[{"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/comments?post=95"}],"version-history":[{"count":20,"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/pages\/95\/revisions"}],"predecessor-version":[{"id":501,"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/pages\/95\/revisions\/501"}],"up":[{"embeddable":true,"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/pages\/77"}],"wp:attachment":[{"href":"https:\/\/pages.mini.pw.edu.pl\/~lucknerm\/index.php\/wp-json\/wp\/v2\/media?parent=95"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}