{"id":15888,"date":"2019-04-13T09:00:19","date_gmt":"2019-04-13T09:00:19","guid":{"rendered":"http:\/\/atif.unaldi.org\/blog\/?p=15888"},"modified":"2019-04-13T09:00:19","modified_gmt":"2019-04-13T09:00:19","slug":"yoneticinin-yapay-zeka-rehberi","status":"publish","type":"post","link":"http:\/\/atif.unaldi.org\/blog\/2019\/04\/13\/yoneticinin-yapay-zeka-rehberi\/","title":{"rendered":"Y\u00f6neticinin yapay zeka rehberi"},"content":{"rendered":"<p><strong>Yapay zeka hakk\u0131nda bildi\u011finizi sand\u0131\u011f\u0131n\u0131z her \u015feyi unutun. Size hap \u015feklinde k\u0131sa bilgilerle hem i\u015fletmeniz hem de kendiniz i\u00e7in en kolay \u015fekilde kullanabilece\u011finiz hap bilgiler verece\u011fim. <\/strong><br \/>\n\u00d6nce biraz ukalal\u0131k yap\u0131lacak bilgi.<\/p>\n<blockquote><p>Yapay zek\u00e2, bir bilgisayar\u0131n veya bilgisayar kontrol\u00fcndeki bir robotun \u00e7e\u015fitli faaliyetleri zeki canl\u0131lara benzer \u015fekilde yerine getirme kabiliyeti.<\/p><\/blockquote>\n<p>Bu ansiklopedik bilgi yapay zekadan \u00e7ok sibernetik bilimini anlat\u0131yor. Sibernetik biliminin atas\u0131 ise malumunuz benim deyi\u015fimle Eb\u00fb\u2019l \u0130z pop\u00fcler s\u00f6ylemi ile Cezeri. Tam ismi ile Eb\u00fb\u2019l \u0130z \u0130smail \u0130bni Rezzaz El Cezer\u00ee. Sergisi Uniq Exop\u2019da 29 Nisan\u2019a kadar a\u00e7\u0131k mutlaka gidin.<br \/>\nYapay zekaya d\u00f6necek olursak, yine ayn\u0131 kaynak \u015f\u00f6yle yaz\u0131yor.<\/p>\n<blockquote><p>Bir bak\u0131\u015f a\u00e7\u0131s\u0131na g\u00f6re, programlanm\u0131\u015f bir bilgisayar\u0131n d\u00fc\u015f\u00fcnme giri\u015fimi gibi g\u00f6r\u00fcnse de bu tan\u0131mlar g\u00fcn\u00fcm\u00fczde h\u0131zla de\u011fi\u015fmekte, \u00f6\u011frenebilen ve gelecekte insan zek\u00e2s\u0131ndan ba\u011f\u0131ms\u0131z geli\u015febilecek bir yapay zek\u00e2 kavram\u0131na do\u011fru yeni y\u00f6nelimler olu\u015fmaktad\u0131r.<\/p><\/blockquote>\n<p>Yani diyor ki; yapay zeka terimini biz eskiden algoritmay\u0131 tan\u0131mlamak i\u00e7in kullan\u0131yorduk ama \u201cdeep learning&#8221; ve \u201ccognitive learning&#8221; (bili\u015fsel \u00f6\u011frenme kavram\u0131 \u00e7\u0131k\u0131nca yapay zeka bunu anlatmaya ba\u015flad\u0131. Yani 80\u2019lerde yapay zeka denilen \u015feyle \u015fu an yapay zeka diye tan\u0131mlanan \u015fey aras\u0131nda farkl\u0131l\u0131k var. Yapay zeka algoritmay\u0131 anlat\u0131rken i\u015flem g\u00fcc\u00fc, \u015fimdi ise bilgi derinli\u011fi ve do\u011frulu\u011fu \u00f6nemli. Yine o d\u00f6nemde i\u015flem g\u00fcc\u00fcn\u00fc artt\u0131rmak i\u00e7in donan\u0131ma y\u00fckleniyorduk \u015fimdi ise bili\u015fsel \u00f6\u011frenme i\u00e7in do\u011fru veri setlerini vermemiz gerekiyor.<br \/>\nYine ayn\u0131 kaynak:<\/p>\n<blockquote><p>Bu y\u00f6nelim, insan\u0131n evreni ve do\u011fay\u0131 anlama \u00e7abas\u0131nda kendisine yard\u0131mc\u0131 olabilecek belki de kendisinden daha zeki, insan \u00f6tesi varl\u0131klar meydana getirme d\u00fc\u015f\u00fcn\u00fcn bir \u00fcr\u00fcn\u00fcd\u00fcr. Bu d\u00fc\u015f, 1920&#8217;li y\u0131llarda yaz\u0131lan ve sonralar\u0131 Isaac Asimov&#8217;u etkileyen modern bilim kurgu edebiyat\u0131n\u0131n \u00f6nc\u00fc yazarlar\u0131ndan Karel \u010capek&#8217;in eserlerinde d\u0131\u015fa vurmu\u015ftur. Karel \u010capek, R.U.R adl\u0131 tiyatro oyununda yapay zek\u00e2ya sahip robotlar ile insanl\u0131\u011f\u0131n ortak toplumsal sorunlar\u0131n\u0131 ele alarak 1920 y\u0131l\u0131nda yapay zek\u00e2n\u0131n insan akl\u0131ndan ba\u011f\u0131ms\u0131z geli\u015febilece\u011fini \u00f6ng\u00f6rm\u00fc\u015ft\u00fc<\/p><\/blockquote>\n<p>Yani denizalt\u0131 i\u00e7in <strong>Jules Verne<\/strong> ne ise robot ve kavram\u0131n beyni olan yapay zeka i\u00e7in <strong>\u010capek<\/strong> odur.<br \/>\nSon iki c\u00fcmle ile konu hakk\u0131ndaki teknik bilgiyi bitirece\u011fim. Cognitive yani bili\u015fsel \u00f6\u011frenme ve deep learning kavramlar\u0131 nas\u0131l algoritma olu\u015fturdu\u011fumuzu anlad\u0131\u011f\u0131m\u0131z zaman ortaya \u00e7\u0131kt\u0131. Yani algoritman\u0131n algoritmas\u0131. Bunu neden s\u00f6yl\u00fcyorum? E\u011fer algoritman\u0131n algoritmas\u0131n\u0131 bulabiliyorsak, ba\u015fka her \u015feyin de algoritmalar\u0131n\u0131 bulabiliriz. A\u015fk gibi, var olma nedenimiz gibi\u2026.<br \/>\n<strong>Peki yapay zekay\u0131 i\u015fletmemiz i\u00e7in ne zaman kullanmal\u0131y\u0131z?<\/strong><br \/>\nTeknoloji \u015firketi y\u00f6neticisiyseniz bu maddeyi hi\u00e7 bo\u015funa okuyarak zaman kaybetmeyin. Zaten o s\u00fcre\u00e7 \u00e7oktan ba\u015flad\u0131. \u00dcr\u00fcnlerinizin i\u00e7inde k\u00fc\u00e7\u00fck yapay zeka par\u00e7ac\u0131klar\u0131 kullanma zaman\u0131n\u0131z gelmi\u015ftir. Vestel, Casper reklamlar\u0131nda son t\u00fcketici bile bunun fark\u0131na vard\u0131. \u00dcretim s\u00fcrecinde bir\u00e7ok alanda i\u015finizi yapay zekaya teslim etme imkan\u0131 \u00e7ok yak\u0131nda olu\u015facak mutlaka takipte olmak laz\u0131m. Her sekt\u00f6r\u00fc incelem imkan\u0131m\u0131z yok ama yapay zekay\u0131 i\u015fletmenizde hangi alanlara sokman\u0131z gerekti\u011fi konusunda size rehber olacak bir zincir var. \u00d6nce \u00fcr\u00fcn\u00fcn\u00fcze bakmal\u0131s\u0131n\u0131z. \u0130kinci s\u0131rada \u00fcretim s\u00fcre\u00e7leri. \u00dc\u00e7\u00fcnc\u00fc s\u0131rada otomasyon sistemleri ve devam\u0131nda pazarlama ve y\u00f6netim geliyor.<br \/>\n<strong>Otonom yapay zeka dan\u0131\u015fmanlar<\/strong><br \/>\nDan\u0131\u015fmanlar\u0131n size ya\u015fatt\u0131\u011f\u0131 sorunlar\u0131 ya\u015fatmazlar. Siz b\u0131rak\u0131p gitmezler, tahminleri \u00f6nsezilere de\u011fil a\u00e7\u0131klanabilecek hesaplara ba\u011fl\u0131d\u0131r. Kehanette bulunmazlar. Ayr\u0131ca bu topraklarda \u00e7ok\u00e7a ya\u015fand\u0131\u011f\u0131 gibi y\u00f6netime ortak olmazlar, sadece dan\u0131\u015fmanl\u0131k verir \u00e7ekilirler.<br \/>\n<strong>Sat\u0131n almada yapay zeka<\/strong><br \/>\nTedarik zinciri y\u00f6netimi ve sat\u0131n almalarda yapay zeka \u00e7ok iyi bir kaynakt\u0131r. Tek ba\u015f\u0131na s\u00fcreci y\u00f6netebilir. Hatta bu ikiliye bir de insan kaynaklar\u0131n\u0131 ekleyebiliriz. Bu sayede insan kaynaklar\u0131 departmanlar\u0131 i\u015f y\u00fck\u00fcnden kurtulup yetenek av\u0131na \u00e7\u0131kma imkan\u0131n\u0131 bulacaklard\u0131r. Bu da headhunter maliyetlerinizi d\u00fc\u015f\u00fcrmenize yard\u0131mc\u0131 olur.<br \/>\n<strong>Risk Y\u00f6netiminde yapay zeka<\/strong><br \/>\nYat\u0131r\u0131mlar\u0131n\u0131z\u0131 y\u00f6netmek, tavsiyeler almak ve hesaplanm\u0131\u015f \u00f6ng\u00f6r\u00fclerden yararlanmak i\u00e7in yapay zeka kullanmak bazen b\u00fcy\u00fck kar marjlar\u0131na ula\u015fman\u0131z\u0131 sa\u011flar. Art\u0131k i\u015fletmelerimizin her alan\u0131nda g\u00fcvenli sulardan \u00e7\u0131kmay\u0131 tavsiye ederken yat\u0131r\u0131mlar\u0131n da belli oranlarda y\u00f6netebilir riskler almas\u0131 do\u011fru olacakt\u0131r. \u0130\u015fte bu riskleri yapay zeka arac\u0131l\u0131\u011f\u0131 ile y\u00f6netmek, risk y\u00f6netimini de kolayla\u015ft\u0131racakt\u0131r.<br \/>\nSonu\u00e7 olarak yapay zeka \u00e7a\u011f\u0131 i\u015f hayat\u0131m\u0131za asl\u0131nda yakla\u015f\u0131k onlarca y\u0131ld\u0131r girmi\u015f durumda. Bunu borsadaki h\u0131zl\u0131 i\u015flemlerde \u00e7ok net g\u00f6rebiliyoruz. Ancak son d\u00f6nemde yapay zeka art\u0131k kobilerin kullan\u0131m\u0131na bile inecek kadar demokratikle\u015fmi\u015f durumda. Bu nedenle art\u0131k c-level\u2019\u0131n yapay zekay\u0131 kendi i\u015finde nas\u0131l kullanaca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcnmesinin zaman\u0131 geldi\u011fini d\u00fc\u015f\u00fcn\u00fcyorum.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zeka hakk\u0131nda bildi\u011finizi sand\u0131\u011f\u0131n\u0131z her \u015feyi unutun. Size hap \u015feklinde k\u0131sa bilgilerle hem i\u015fletmeniz hem de kendiniz i\u00e7in en kolay \u015fekilde kullanabilece\u011finiz hap bilgiler verece\u011fim. \u00d6nce biraz ukalal\u0131k yap\u0131lacak bilgi. Yapay zek\u00e2, bir bilgisayar\u0131n&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-15888","post","type-post","status-publish","format-standard","hentry","category-blogum"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Y\u00f6neticinin yapay zeka rehberi - At\u0131f \u00dcnald\u0131<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/atif.unaldi.org\/blog\/2019\/04\/13\/yoneticinin-yapay-zeka-rehberi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Y\u00f6neticinin yapay zeka rehberi - At\u0131f \u00dcnald\u0131\" \/>\n<meta property=\"og:description\" content=\"Yapay zeka hakk\u0131nda bildi\u011finizi sand\u0131\u011f\u0131n\u0131z her \u015feyi unutun. 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Size hap \u015feklinde k\u0131sa bilgilerle hem i\u015fletmeniz hem de kendiniz i\u00e7in en kolay \u015fekilde kullanabilece\u011finiz hap bilgiler verece\u011fim. \u00d6nce biraz ukalal\u0131k yap\u0131lacak bilgi. 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