Yeditepe \u00dcniversitesi Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc Dr. \u00d6\u011fretim \u00dcyesi Onur Demir, veri bilimi ve veri g\u00fcvenli\u011fi alan\u0131nda ya\u015fanan geli\u015fmelere ili\u015fkin a\u00e7\u0131klamalarda bulundu.<\/p>\n
Son birka\u00e7 on y\u0131lda veri ile ilgili iki b\u00fcy\u00fck devrim ya\u015fand\u0131\u011f\u0131n\u0131 belirten Onur Demir, \u201cVeriyi elde etme ve saklama i\u00e7in gerekli teknolojinin ilerlemesiyle yeni verinin yarat\u0131l\u0131\u015f h\u0131z\u0131 \u00e7ok artt\u0131. Pazar ve t\u00fcketici verilerinde uzmanla\u015fm\u0131\u015f Alman \u015firketi Statista taraf\u0131ndan verilen bilgiye g\u00f6re 2020 y\u0131l\u0131nda 64.2 zettabyte veri yarat\u0131ld\u0131. Bir zettabyte 1 trilyon gigabyte\u2019a e\u015fde\u011fer bir veri birimi. Oysa bu de\u011fer 2010\u2019da sadece 2 zettabyte\u2019t\u0131. Yani m\u00fcthi\u015f bir veri denizi i\u00e7indeyiz\u201d diye konu\u015ftu.<\/p>\n
UZMAN \u0130HT\u0130YACI ARTTI<\/p>\n
Verinin hareketlili\u011finin de artt\u0131\u011f\u0131na i\u015faret eden Demir, \u201cDaha \u00f6nceki d\u00f6nemlerde merkezi kurumlarda s\u0131k\u0131ca tutulan veri internet \u00fczerinde rahat\u00e7a akmaya ba\u015flad\u0131. D\u00fcnya Bankas\u0131\u2019n\u0131n 2020 verilerine g\u00f6re 2020 y\u0131l\u0131nda 3 zettabyte veri transfer edildi, ba\u015fka bir deyi\u015fle d\u00fcnya \u00fczerindeki her insan ayda 32 gigabyte\u2019l\u0131k veri transfer etti\u201d diye konu\u015ftu. Verinin hem \u00e7o\u011falmas\u0131 hem de \u00e7ok hareketli olmas\u0131n\u0131n yepyeni sorunlar ve uygulama alanlar\u0131 do\u011furdu\u011funu kaydeden Dr. \u00d6\u011fr. \u00dcyesi Onur Demir, s\u00f6zlerini \u015f\u00f6yle s\u00fcrd\u00fcrd\u00fc:<\/p>\n
\u201cElde edilen verinin saklanmas\u0131, organizasyonu, anlamland\u0131r\u0131lmas\u0131 ve yorumlanmas\u0131n\u0131n yan\u0131 s\u0131ra bu verilerin b\u00fct\u00fcnl\u00fcklerini koruyarak, gizli kalmas\u0131 bunlar\u0131n ba\u015f\u0131nda geliyor. Bu iki alan\u0131n birincisi veri bilimi, ikincisi de veri g\u00fcvenli\u011finin \u00f6nemini art\u0131rd\u0131. Bu nedenle son y\u0131llarda hem veri bilimi hem de veri g\u00fcvenli\u011fi ile ilgili uzman ihtiyac\u0131n\u0131 art\u0131rm\u0131\u015ft\u0131r. Bug\u00fcn her iki alana da yeni i\u015fg\u00fcc\u00fc ihtiyac\u0131 bulunmaktad\u0131r.\u201d<\/p>\n
S\u0130BER G\u00dcVENL\u0130K \u00d6NEM\u0130N\u0130 KORUYACAK<\/p>\n
Siber g\u00fcvenli\u011fin, veri g\u00fcvenli\u011finin bir alt kolu olarak d\u00fc\u015f\u00fcn\u00fclebilece\u011fini ifade eden Dr. \u00d6\u011fr. \u00dcyesi Onur Demir, siber g\u00fcvenli\u011fin ba\u015fl\u0131ca ilgi alan\u0131n\u0131n verinin dola\u015f\u0131mda a\u00e7\u0131k iken kar\u015f\u0131la\u015ft\u0131\u011f\u0131 g\u00fcvenlik problemlerini \u00e7\u00f6zmek oldu\u011funu vurgulad\u0131. Demir, \u201c\u0130nternet \u00fczerinden ger\u00e7ekle\u015fen su\u00e7lar\u0131n ve sald\u0131r\u0131lar\u0131n her ge\u00e7en sene artt\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcrsek siber g\u00fcvenli\u011fin \u00f6nemli bir \u00e7al\u0131\u015fma alan\u0131 olmaya devam edece\u011fini s\u00f6yleyebiliriz. Siber g\u00fcvenlik \u00fczerinde \u00e7al\u0131\u015fanlar\u0131n mesleki tecr\u00fcbeleri onlar\u0131n daha kolay i\u015f de\u011fi\u015ftirebilecekleri ve y\u00fcksek maa\u015flar kazanabilecekleri bir alan olu\u015fturuyor\u201d dedi.<\/p>\n
VER\u0130, 2025\u2019TE 3 KATINA \u00c7IKACAK<\/p>\n
\u201cGelecekte bu y\u00f6nelim artarak ilerleyecektir\u201d diyen Demir, \u015funlar\u0131 kaydetti:<\/p>\n
\u201c2025\u2019te 2020\u2019de yarat\u0131lan verinin 3 kat\u0131na \u00e7\u0131kaca\u011f\u0131 tahmin edilmektedir. Bu geri \u00e7evrilemez bir s\u00fcre\u00e7tir. \u0130lerdeki veri bilimi uzmanlar\u0131 sadece veri yorumlaman\u0131n de\u011fil verinin ula\u015ft\u0131\u011f\u0131 b\u00fcy\u00fck \u00f6l\u00e7eklerde verimli uygulamalar yapman\u0131n yollar\u0131n\u0131 arayacakt\u0131r. Bu da ister istemez b\u00fcy\u00fck veri teknolojisi ve algoritmalar\u0131n\u0131n \u00f6nemini art\u0131racakt\u0131r. Veri bilimi interdisipliner bir alan. Bu konuda \u00e7al\u0131\u015fanlar\u0131n istatistik, end\u00fcstri m\u00fchendisli\u011fi ve bilgisayar bilimlerinin kesi\u015fti\u011fi noktalarda \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 s\u00f6yleyebiliriz. Veri g\u00fcvenli\u011fi ise bilgisayar m\u00fchendisli\u011fi ve kriptoloji nedeniyle matemati\u011fin ortak k\u00fcmesidir. Bu konularda e\u011fitimin lisans ve y\u00fcksek lisans seviyesinde daha da olgunla\u015faca\u011f\u0131n\u0131 \u00f6n\u00fcm\u00fczdeki senelerde g\u00f6rece\u011fiz.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"
Son y\u0131llarda veri ile ilgili b\u00fcy\u00fck bir devrim ya\u015fand\u0131\u011f\u0131n\u0131 s\u00f6yleyen Dr. \u00d6\u011fr. \u00dcyesi Onur Demir, bu nedenle son y\u0131llarda hem veri bilimi hem de veri g\u00fcvenli\u011fi ile ilgili uzman ihtiyac\u0131n\u0131n artt\u0131\u011f\u0131n\u0131, gelecekte de bu iki alan\u0131n\u0131n \u00f6nemini koruyaca\u011f\u0131n\u0131 belirtti. Demir, \u201cD\u00fcnya Bankas\u0131\u2019n\u0131n 2020 verilerine g\u00f6re 2020 y\u0131l\u0131nda 3 zettabyte veri transfer edildi, ba\u015fka bir deyi\u015fle d\u00fcnya \u00fczerindeki her insan ayda 32 gigabyte\u2019l\u0131k veri transfer etti\u201d dedi.<\/p>\n","protected":false},"author":6,"featured_media":7697,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28],"tags":[1976,323,1376],"class_list":["post-7695","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-istanbul","tag-gigabyte","tag-internet","tag-teknoloji"],"_links":{"self":[{"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/posts\/7695","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/comments?post=7695"}],"version-history":[{"count":1,"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/posts\/7695\/revisions"}],"predecessor-version":[{"id":7698,"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/posts\/7695\/revisions\/7698"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/media\/7697"}],"wp:attachment":[{"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/media?parent=7695"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/categories?post=7695"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ihm.tr\/tr-int\/wp-json\/wp\/v2\/tags?post=7695"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}