{"id":326,"date":"2019-07-22T18:06:10","date_gmt":"2019-07-22T18:06:10","guid":{"rendered":"http:\/\/shyfte.eu\/?page_id=326"},"modified":"2022-11-14T16:05:16","modified_gmt":"2022-11-14T16:05:16","slug":"pilote-2-software-engineering-and-big-data-analysis","status":"publish","type":"page","link":"https:\/\/shyfte.eu\/index.php\/pilote-2-software-engineering-and-big-data-analysis\/","title":{"rendered":"Pilote 2:  Software Engineering and Big Data Analytics"},"content":{"rendered":"\n<p class=\"has-medium-font-size\"><img loading=\"lazy\" width=\"1108\" height=\"1146\" class=\"wp-image-120\" style=\"width: 50px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2019\/07\/SHYFTE4.0-Logo-1.png\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2019\/07\/SHYFTE4.0-Logo-1.png 1108w, https:\/\/shyfte.eu\/wp-content\/uploads\/2019\/07\/SHYFTE4.0-Logo-1-290x300.png 290w, https:\/\/shyfte.eu\/wp-content\/uploads\/2019\/07\/SHYFTE4.0-Logo-1-768x794.png 768w, https:\/\/shyfte.eu\/wp-content\/uploads\/2019\/07\/SHYFTE4.0-Logo-1-990x1024.png 990w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/> Domain 2 Skills 4.0  Learning Framework :  Software Engineering &amp; Big Data analytics  <\/p>\n\n\n\n<p class=\"has-white-color has-black-background-color has-text-color has-background\"><strong>Partners leaders Chengdu University of Information Technology and Chengdu University <\/strong><img loading=\"lazy\" width=\"225\" height=\"150\" class=\"wp-image-1774\" style=\"width: 50px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/10\/Chine.png\" alt=\"\"><\/p>\n\n\n\n<p> The Learning framework for the second domain, \u201cSoftware Engineering and Big data Analytics\u201d, is composed by the four following Skill Sets (SkS): : <\/p>\n\n\n\n<ul><li><strong>SkS-D2-1:<\/strong>  Big Data Science Analytics<\/li><li><strong>SkS-D2-2: <\/strong> Big DataSystem Management <\/li><li><strong>SkS-D2-3:<\/strong>  Cloud Computing System <\/li><li><strong>SkS-D2-4:<\/strong>  AI for BigData Analysis  <\/li><\/ul>\n\n\n\n<p class=\"has-white-color has-black-background-color has-text-color has-background\"><strong>18 Modules identified in this Framework<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img loading=\"lazy\" width=\"1024\" height=\"564\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Capture-de\u0301cran-2022-11-09-a\u0300-10.24.14-1024x564.png\" alt=\"\" class=\"wp-image-2283\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Capture-de\u0301cran-2022-11-09-a\u0300-10.24.14-1024x564.png 1024w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Capture-de\u0301cran-2022-11-09-a\u0300-10.24.14-300x165.png 300w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Capture-de\u0301cran-2022-11-09-a\u0300-10.24.14-768x423.png 768w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Capture-de\u0301cran-2022-11-09-a\u0300-10.24.14-1536x846.png 1536w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Capture-de\u0301cran-2022-11-09-a\u0300-10.24.14.png 1878w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><figcaption>Domain 2: Skills 4.0 Software Engineering and Big data Analytics<\/figcaption><\/figure>\n\n\n\n<p class=\"has-white-color has-black-background-color has-text-color has-background\"><strong>6 New Modules developed for Domain 2 in Software Engineering and Big Data Analytics<\/strong><\/p>\n\n\n\n<ol class=\"has-white-color has-vivid-cyan-blue-background-color has-text-color has-background\"><li><strong>Introduction to Industrial Revolution 4.0 (see pilot 1)<\/strong> <strong><em>(Beginner)<\/em><\/strong><\/li><li><strong>Principle and application of Big Data Technology<\/strong> <strong><em>(Beginner)<\/em><\/strong><\/li><li><strong>Comprehensive Training of Artificial Intelligence<\/strong> <strong><em>(Intermediate)<\/em><\/strong><\/li><li><strong>Critical Thinking Oriented Big Data<\/strong> <strong><em>(Intermediate)<\/em><\/strong><\/li><li><strong>Smart Decision Making with Big Data<\/strong> <strong><em>(Expert)<\/em><\/strong><\/li><li><strong>Data Mining Ideology and Technology<\/strong> <strong><em>(Expert)<\/em><\/strong><\/li><\/ol>\n\n\n\n<p>The review and validation of new modules content was carried out by at least <strong>1<\/strong> <strong>internal<\/strong> and <strong>1 external<\/strong> expert. <strong>10 experts were involved: 5 internal and 5 external<\/strong><\/p>\n\n\n\n<p class=\"has-white-color has-black-background-color has-text-color has-background\"><strong>Training of the Trainers<\/strong> <strong>Sessions<\/strong><\/p>\n\n\n\n<p class=\"has-black-color has-cyan-bluish-gray-background-color has-text-color has-background\" style=\"font-size:15px\"><strong>Software Engineering &amp; Bigdata Analytics, 7 training sessions:<\/strong> <strong>31<\/strong> <strong>Trainers from different universities<\/strong> <strong>trained<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td><strong>Module Title<\/strong><strong><\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Number of participants<\/strong><strong><\/strong><\/td><\/tr><tr><td>Data Mining Ideology and Technology<\/td><td class=\"has-text-align-center\" data-align=\"center\">12<\/td><\/tr><tr><td>Critical Thinking Oriented Bi<strong><em>g<\/em><\/strong>Data<\/td><td class=\"has-text-align-center\" data-align=\"center\">12<\/td><\/tr><tr><td>Principle and Application of BigData Technolog<strong>y<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><\/tr><tr><td>Comprehensive Training of Artificial Intelligence<\/td><td class=\"has-text-align-center\" data-align=\"center\">20<\/td><\/tr><tr><td>Smart Decision Making with BigData<\/td><td class=\"has-text-align-center\" data-align=\"center\">10<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p> <img loading=\"lazy\" width=\"404\" height=\"304\" class=\"wp-image-2066\" style=\"width: 350px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT3.png\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT3.png 404w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT3-300x226.png 300w\" sizes=\"(max-width: 404px) 100vw, 404px\" \/>        <img loading=\"lazy\" width=\"1301\" height=\"791\" class=\"wp-image-2068\" style=\"width: 350px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT1.png\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT1.png 1301w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT1-300x182.png 300w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT1-1024x623.png 1024w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT1-768x467.png 768w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><img loading=\"lazy\" width=\"1185\" height=\"721\" class=\"wp-image-2070\" style=\"width: 350px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT2.png\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT2.png 1185w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT2-300x183.png 300w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT2-1024x623.png 1024w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToT2-768x467.png 768w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/p>\n\n\n\n<p class=\"has-pale-cyan-blue-background-color has-background\"><strong>Equipements used during the training sessions<\/strong><\/p>\n\n\n\n<p><img loading=\"lazy\" width=\"837\" height=\"449\" class=\"wp-image-2223\" style=\"width: 300px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-1.jpg\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-1.jpg 837w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-1-300x161.jpg 300w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-1-768x412.jpg 768w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/> <img loading=\"lazy\" width=\"345\" height=\"546\" class=\"wp-image-2224\" style=\"width: 150px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-2.jpg\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-2.jpg 345w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-2-190x300.jpg 190w\" sizes=\"(max-width: 345px) 100vw, 345px\" \/> <img loading=\"lazy\" width=\"748\" height=\"562\" class=\"wp-image-2225\" style=\"width: 250px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-3.png\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-3.png 748w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-3-300x225.png 300w\" sizes=\"(max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/> <img loading=\"lazy\" width=\"650\" height=\"488\" class=\"wp-image-2227\" style=\"width: 250px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-4.jpg\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-4.jpg 650w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-4-300x225.jpg 300w\" sizes=\"(max-width: 650px) 100vw, 650px\" \/> <img loading=\"lazy\" width=\"427\" height=\"568\" class=\"wp-image-2229\" style=\"width: 150px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-5-1.jpg\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-5-1.jpg 427w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-Eq-5-1-226x300.jpg 226w\" sizes=\"(max-width: 427px) 100vw, 427px\" \/><\/p>\n\n\n\n<p class=\"has-white-color has-black-background-color has-text-color has-background\"><strong>Training of the Students<\/strong> <strong>Sessions<\/strong><\/p>\n\n\n\n<p class=\"has-black-color has-cyan-bluish-gray-background-color has-text-color has-background\" style=\"font-size:15px\"><strong>5 Sessions of training: 142 students<\/strong><strong> trained from CDU and CUIT universities<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td><strong>Module Title<\/strong><strong><\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Number of participants<\/strong><strong><\/strong><\/td><\/tr><tr><td>Data Mining Ideology and Technology<\/td><td class=\"has-text-align-center\" data-align=\"center\">74<\/td><\/tr><tr><td>Critical Thinking Oriented Bi<strong><em>g<\/em><\/strong>Data<\/td><td class=\"has-text-align-center\" data-align=\"center\">74<\/td><\/tr><tr><td>Principle and Application of BigData Technolog<strong>y<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">40<\/td><\/tr><tr><td>Comprehensive Training of Artificial Intelligence<\/td><td class=\"has-text-align-center\" data-align=\"center\">10<\/td><\/tr><tr><td>Smart Decision Making with BigData<\/td><td class=\"has-text-align-center\" data-align=\"center\">10<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><img loading=\"lazy\" width=\"864\" height=\"492\" class=\"wp-image-2077\" style=\"width: 350px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS4.png\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS4.png 864w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS4-300x171.png 300w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS4-768x437.png 768w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/> <\/p>\n\n\n\n<p class=\"has-text-align-center\"><img loading=\"lazy\" width=\"828\" height=\"494\" class=\"wp-image-2076\" style=\"width: 350px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS3.png\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS3.png 828w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS3-300x179.png 300w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS3-768x458.png 768w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><img loading=\"lazy\" width=\"972\" height=\"556\" class=\"wp-image-2078\" style=\"width: 350px;\" src=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS1.png\" alt=\"\" srcset=\"https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS1.png 972w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS1-300x172.png 300w, https:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/CDU-ToS1-768x439.png 768w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/p>\n\n\n\n<p class=\"has-black-color has-cyan-bluish-gray-background-color has-text-color has-background\" style=\"font-size:15px\"><strong>Software engineering and Big data analytics: Example of resource<\/strong><\/p>\n\n\n\n<div class=\"wp-block-file\"><object class=\"wp-block-file__embed\" data=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/1.-big-data-introduction.pdf\" type=\"application\/pdf\" style=\"width:100%;height:450px\" aria-label=\"Embed of 1.-big-data-introduction.\"><\/object><a id=\"wp-block-file--media-76005689-1e61-40d0-b5d8-14bc90f8d1c9\" href=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/1.-big-data-introduction.pdf\">1.-big-data-introduction<\/a><a href=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/1.-big-data-introduction.pdf\" class=\"wp-block-file__button\" download aria-describedby=\"wp-block-file--media-76005689-1e61-40d0-b5d8-14bc90f8d1c9\">Download<\/a><\/div>\n\n\n\n<ul><li><strong>Learning Material  Resources<\/strong> <\/li><\/ul>\n\n\n\n<div class=\"wp-block-file\"><object class=\"wp-block-file__embed\" data=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Learning-Materials-Resources.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Learning-Materials-Resources.\"><\/object><a id=\"wp-block-file--media-b157e461-a023-4691-a77b-dec2f458bd74\" href=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Learning-Materials-Resources.pdf\">Learning-Materials-Resources<\/a><a href=\"http:\/\/shyfte.eu\/wp-content\/uploads\/2022\/11\/Learning-Materials-Resources.pdf\" class=\"wp-block-file__button\" download aria-describedby=\"wp-block-file--media-b157e461-a023-4691-a77b-dec2f458bd74\">Download<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Domain 2 Skills 4.0 Learning Framework : Software Engineering &amp; Big Data analytics Partners leaders Chengdu University of Information Technology and Chengdu University The Learning framework for the second domain, \u201cSoftware Engineering and Big data Analytics\u201d, is composed by the four following Skill Sets (SkS): : SkS-D2-1: Big Data Science Analytics SkS-D2-2: Big DataSystem Management &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/shyfte.eu\/index.php\/pilote-2-software-engineering-and-big-data-analysis\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Pilote 2:  Software Engineering and Big Data Analytics&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/shyfte.eu\/index.php\/wp-json\/wp\/v2\/pages\/326"}],"collection":[{"href":"https:\/\/shyfte.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/shyfte.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/shyfte.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shyfte.eu\/index.php\/wp-json\/wp\/v2\/comments?post=326"}],"version-history":[{"count":47,"href":"https:\/\/shyfte.eu\/index.php\/wp-json\/wp\/v2\/pages\/326\/revisions"}],"predecessor-version":[{"id":2435,"href":"https:\/\/shyfte.eu\/index.php\/wp-json\/wp\/v2\/pages\/326\/revisions\/2435"}],"wp:attachment":[{"href":"https:\/\/shyfte.eu\/index.php\/wp-json\/wp\/v2\/media?parent=326"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}