{"id":3954,"date":"2019-04-03T10:47:47","date_gmt":"2019-04-03T08:47:47","guid":{"rendered":"http:\/\/vss.scptuj.si\/?p=3954"},"modified":"2019-06-05T15:20:16","modified_gmt":"2019-06-05T13:20:16","slug":"daniel-tement-profesor-racunalnistva-in-informatike","status":"publish","type":"post","link":"https:\/\/vss.scptuj.si\/?p=3954","title":{"rendered":"Daniel Tement, profesor ra\u010dunalni\u0161tva in informatike"},"content":{"rendered":"<h1>Daniel Tement<\/h1>\n<h2><a href=\"http:\/\/vss.scptuj.si\/wp-content\/uploads\/15Slovenia.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-3977\" src=\"http:\/\/vss.scptuj.si\/wp-content\/uploads\/15Slovenia.png\" alt=\"\" width=\"108\" height=\"108\" srcset=\"https:\/\/vss.scptuj.si\/wp-content\/uploads\/15Slovenia.png 256w, https:\/\/vss.scptuj.si\/wp-content\/uploads\/15Slovenia-150x150.png 150w\" sizes=\"auto, (max-width: 108px) 100vw, 108px\" \/><\/a><\/h2>\n<h2>Podro\u010dja izobra\u017eevanja<\/h2>\n<p>vodi predavanja in vaje s podro\u010dij:<\/p>\n<ul>\n<li>poslovna analitika<\/li>\n<li>poslovna inteligenca<\/li>\n<li>umetna inteligenca<\/li>\n<li>strojno u\u010denje<\/li>\n<li>osnove programiranja<\/li>\n<\/ul>\n<h2><strong>Podro\u010dja projektnega sodelovanja<\/strong><\/h2>\n<p><a href=\"https:\/\/fablab.si\/\"><img decoding=\"async\" src=\"https:\/\/fablab.si\/wp-content\/uploads\/2017\/12\/fablab-logo.png\" alt=\"FabLab.si\" \/><\/a><\/p>\n<p>Znotraj tega projekta pomagamo podjetjem na ve\u010d podro\u010djih:<\/p>\n<p><a href=\"http:\/\/vss.scptuj.si\/wp-content\/uploads\/podrocja.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3955\" src=\"http:\/\/vss.scptuj.si\/wp-content\/uploads\/podrocja-300x107.png\" alt=\"\" width=\"300\" height=\"107\" srcset=\"https:\/\/vss.scptuj.si\/wp-content\/uploads\/podrocja-300x107.png 300w, https:\/\/vss.scptuj.si\/wp-content\/uploads\/podrocja-768x273.png 768w, https:\/\/vss.scptuj.si\/wp-content\/uploads\/podrocja-1024x364.png 1024w, https:\/\/vss.scptuj.si\/wp-content\/uploads\/podrocja.png 1056w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<h3>Skrb za zdravje<\/h3>\n<ul>\n<li>razvoj algoritmov in modelov za opti\u010dno metodo neinvazine detekcije parametrov v krvi in ko\u017ei \u010dloveka (stopnja sladkorja, holesterola, bilirubina, &#8230;); pri tem uporabljamo analizo podatkov z razli\u010dnimi metodami, kot so korelacijska analitika, regresija, nevronske mre\u017ee, strojno u\u010denje,&#8230;<\/li>\n<li>pomo\u010d na podro\u010dju statistike in poslovne inteligence pri analizi in vizualizaciji podatkov na podro\u010dju raziskav mati\u010dnih celic;<\/li>\n<\/ul>\n<h3>Kmetijstvo<\/h3>\n<ul>\n<li>razvij algoritmov in modelov za hitro in preprosto detekcijo dolo\u010denih substanc v kmetijskih pridelkih;<\/li>\n<\/ul>\n<h3>Pametna okolja<\/h3>\n<ul>\n<li>pomo\u010d pri razvoju platfrome za vzpostavitev pametne tovarne;<\/li>\n<li>razvoj poslovne inteligence in optimizacije za podro\u010dje pametne logistike;<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h1><a href=\"http:\/\/vss.scptuj.si\/wp-content\/uploads\/flag-3d-round-250.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-3979\" src=\"http:\/\/vss.scptuj.si\/wp-content\/uploads\/flag-3d-round-250.png\" alt=\"\" width=\"108\" height=\"108\" srcset=\"https:\/\/vss.scptuj.si\/wp-content\/uploads\/flag-3d-round-250.png 250w, https:\/\/vss.scptuj.si\/wp-content\/uploads\/flag-3d-round-250-150x150.png 150w\" sizes=\"auto, (max-width: 108px) 100vw, 108px\" \/><\/a><\/h1>\n<h2>Areas of education<\/h2>\n<p>Leads lectures and exercises from different fields.<\/p>\n<h3>Business Analysis<\/h3>\n<ol>\n<li>The Need for Business Analysis<\/li>\n<li>The Breadth and Depth of the Ba Role<\/li>\n<li>Roles and Responsibilities<\/li>\n<li>Frameworks, Tools and Techniques<\/li>\n<li>Career Roadmap<\/li>\n<\/ol>\n<h3>Business Intelligence using Tableau<\/h3>\n<ol>\n<li>Data Preparation<\/li>\n<li>Basic Charts<\/li>\n<li>Advanced Charts<\/li>\n<li>Interactivity<\/li>\n<li>Dashboards and Story Points<\/li>\n<li>Maps and Geospatial Visualization<\/li>\n<\/ol>\n<h3>Data Science using R<\/h3>\n<ol>\n<li>Introduction to RStudio<\/li>\n<li>Data Import and Data Manipulation<\/li>\n<li>Basic Data Visualization<\/li>\n<li>Basic Statistics<\/li>\n<li>Linear Regression<\/li>\n<li>Basics of Deep Learning and Mashin Learning<\/li>\n<\/ol>\n<h3>Programming with Pyton<\/h3>\n<ol>\n<li>Programming tool PyCharm<\/li>\n<li>Numbers and Expressions<\/li>\n<li>Strings and Functions<\/li>\n<li>Variables<\/li>\n<li>Taking input<\/li>\n<li>If Statements<\/li>\n<li>Lists<\/li>\n<li>Loops<\/li>\n<li>Dictionaries and Tuples<\/li>\n<li>Functions<\/li>\n<\/ol>\n<h2>Areas of research<\/h2>\n<h3>Health care<\/h3>\n<ul>\n<li>development of algorithms and models for optical noninvasive detection method for blood and human skin parameters (sugar, cholesterol, bilirubin, &#8230;); using data analysis with various methods, such as correlation analysis, regression, neural networks, machine learning, &#8230;<\/li>\n<li>statistics and business intelligence in the analysis and visualization of data in the field of stem cell research;<\/li>\n<\/ul>\n<h3>Agriculture<\/h3>\n<ul>\n<li>development of\u00a0 algorithms and models for quick and easy detection of certain substances in agricultural products;<\/li>\n<\/ul>\n<h3>Smart Environments<\/h3>\n<ul>\n<li>development of the model and platform for the establishment of a smart factory;<\/li>\n<li>development of business intelligence and optimization in the field of smart logistics;<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Daniel Tement Podro\u010dja izobra\u017eevanja vodi predavanja in vaje s podro\u010dij: poslovna analitika poslovna inteligenca umetna inteligenca strojno u\u010denje osnove programiranja Podro\u010dja projektnega sodelovanja Znotraj tega projekta pomagamo podjetjem na ve\u010d podro\u010djih: Skrb za zdravje razvoj algoritmov in modelov za opti\u010dno metodo neinvazine detekcije parametrov v krvi in ko\u017ei \u010dloveka (stopnja sladkorja, holesterola, bilirubina, &#8230;); pri [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-3954","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=\/wp\/v2\/posts\/3954","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3954"}],"version-history":[{"count":5,"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=\/wp\/v2\/posts\/3954\/revisions"}],"predecessor-version":[{"id":3980,"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=\/wp\/v2\/posts\/3954\/revisions\/3980"}],"wp:attachment":[{"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3954"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3954"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vss.scptuj.si\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3954"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}