{"id":1444,"date":"2017-03-07T11:26:57","date_gmt":"2017-03-07T10:26:57","guid":{"rendered":"http:\/\/www.datascience.rs\/?p=1444"},"modified":"2017-03-07T11:26:57","modified_gmt":"2017-03-07T10:26:57","slug":"optimizovana-implementacija-collaborative-filtering-algoritama","status":"publish","type":"post","link":"http:\/\/imuno-srbija.com\/data-science\/en\/2017\/03\/07\/optimizovana-implementacija-collaborative-filtering-algoritama\/","title":{"rendered":"Martovski Data Science meetup &#8211; Optimizovana implementacija collaborative filtering algoritama"},"content":{"rendered":"<p>U ponedeljak,\u00a013. marta\u00a0u 18h se dru\u017eimo uz novi Data Science meetup.<\/p>\n<p>Mesto okupljanja je beogradski Startit Centar, Savska broj 5.<\/p>\n<p>Tema ovog okupljanja su Recommender sistemi. \u00a0Na ovom predavanju bi\u0107e re\u010di o &#8216;collaborative filtering&#8217; algoritmima koji se koriste u izgradnji recommender sistema. Bi\u0107e dat uvod u &#8216;collaborative filtering&#8217; i predstavljena optimizovana implementacija memory-based algoritma u R-u, razvijena od strane Data Science tima iz firme SmartCat.<\/p>\n<div>Algoritam \u0107e biti obja\u0161njen na konceptualnom nivou, ne usko vezano za R, i mo\u017ee biti implementiran na sli\u010dan na\u010din i u drugim jezicima. Predavanje je namenjeno svima koje interesuju recommender sistemi i &#8216;collaborative filtering&#8217; algoritmi, i \u017eeleli bi da nau\u010de kako rade i\/ili kako mogu da ih optimizuju.<\/div>\n<div>Predava\u010d je <a href=\"https:\/\/www.linkedin.com\/in\/nikolicstefan\/\">Stefan Nikoli\u0107<\/a>, koji\u00a0trenutno radi kao Data Scientist u firmi SmartCat. Oblasti rada i interesovanja su mu machine learning, prediktivna analitika, recommender sistemi i big data tehnologije.\u00a0Zavr\u0161io je Master studije na odseku za Primenjene ra\u010dunarske nauke, Fakulteta Tehni\u010dkih Nauka u Novom Sadu. Po zavr\u0161etku studija radio je kao asistent na istom fakultetu, i kao Software Developer.<\/div>\n<div><\/div>\n<div>Prijave su dostupne na zvani\u010dnoj Meetup stranici doga\u0111aja:\u00a0<a href=\"https:\/\/www.meetup.com\/Data-Science-Serbia\/events\/238219737\/\">https:\/\/www.meetup.com\/Data-Science-Serbia\/events\/238219737\/<\/a><\/div>\n<div>a Facebook doga\u0111aj je dostupan na slede\u0107oj adresi:\u00a0<a href=\"https:\/\/www.facebook.com\/events\/1102852189837776\/\">https:\/\/www.facebook.com\/events\/1102852189837776\/<\/a><\/div>\n<div><\/div>\n<p>&nbsp;<\/p>\n<div>Vidimo se!<\/div>\n<!--themify_builder_content-->\n<div id=\"themify_builder_content-1444\" data-postid=\"1444\" class=\"themify_builder_content themify_builder_content-1444 themify_builder tf_clear\">\n    <\/div>\n<!--\/themify_builder_content-->","protected":false},"excerpt":{"rendered":"<p>U ponedeljak,\u00a013. marta\u00a0u 18h se dru\u017eimo uz novi Data Science meetup. Mesto okupljanja je beogradski Startit Centar, Savska broj 5. Tema ovog okupljanja su Recommender sistemi. \u00a0Na ovom predavanju bi\u0107e re\u010di o &#8216;collaborative filtering&#8217; algoritmima koji se koriste u izgradnji recommender sistema. Bi\u0107e dat uvod u &#8216;collaborative filtering&#8217; i predstavljena optimizovana implementacija memory-based algoritma u [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[25],"tags":[],"_links":{"self":[{"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/posts\/1444"}],"collection":[{"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/comments?post=1444"}],"version-history":[{"count":0,"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/posts\/1444\/revisions"}],"wp:attachment":[{"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/media?parent=1444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/categories?post=1444"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/imuno-srbija.com\/data-science\/en\/wp-json\/wp\/v2\/tags?post=1444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}