{"id":799960,"date":"2019-09-24T03:23:58","date_gmt":"2019-09-24T03:23:58","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/ai-and-data-twins-of-change-in-vertical-industries\/"},"modified":"2019-09-24T03:23:58","modified_gmt":"2019-09-24T03:23:58","slug":"ai-and-data-twins-of-change-in-vertical-industries","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/ai-and-data-twins-of-change-in-vertical-industries\/","title":{"rendered":"Yapay Zeka ve Veri: Dikey Sekt\u00f6rlerde De\u011fi\u015fimin \u0130kizleri"},"content":{"rendered":"<p>D\u00fcnya veri konu\u015fmalar\u0131yla \u00e7alkalan\u0131yor. \u0130\u015f d\u00fcnyas\u0131 bas\u0131n\u0131ndan pop\u00fcler k\u00fclt\u00fcr ve medyaya kadar, verinin en de\u011ferli meta oldu\u011fu fikri son on y\u0131ld\u0131r kamuoyunun bilincinin bir par\u00e7as\u0131 haline geldi. Silikon Vadisi&#8217;nin b\u00fcy\u00fck abart\u0131 de\u011firmeninin yard\u0131m ve deste\u011fiyle veri, 21. y\u00fczy\u0131lda ekonomiye ve topluma g\u00fc\u00e7 veren &#8220;yeni petrol&#8221; olarak ortaya \u00e7\u0131kt\u0131.<\/p>\n<p>Veri ile birlikte Yapay Zeka (AI). Yapay zeka hakk\u0131nda \u00e7ok say\u0131da iddia var. Yapay zeka s\u00f6z konusu oldu\u011funda pek \u00e7ok kurulu\u015f bir poker oyuncusunun pozisyonunu al\u0131r &#8211; bl\u00f6fler bir \u015fekilde sizi \u00e7a\u011f\u0131rana kadar harikad\u0131r. Di\u011fer kurulu\u015flar pratik sonu\u00e7larla &#8220;Ger\u00e7ek Yapay Zeka&#8221; yaratmakta ve sunmaktad\u0131r. Her iki durumda da yapay zeka, bilgi i\u015flemdeki ilerlemeler ve verilerdeki \u00fcstel b\u00fcy\u00fcmeden g\u00fc\u00e7 alarak partinin ba\u015f konu\u011fu oluyor.<\/p>\n<p>Bu &#8220;yeni d\u00fcnya &#8220;n\u0131n sundu\u011fu olanaklar ger\u00e7ekten de dikkate de\u011fer. Be\u015f y\u0131l \u00f6nce bile imkans\u0131z oldu\u011fu d\u00fc\u015f\u00fcn\u00fclen senaryolar art\u0131k s\u0131radan g\u00f6r\u00fcn\u00fcyor. Belirli dikey sekt\u00f6rlerde, onlarca y\u0131ld\u0131r sabit tutulan s\u00fcre\u00e7ler, \u00fcr\u00fcnler ve \u00f6ncelikler, yeni yapay zeka ve veri k\u00fclt\u00fcr\u00fcn\u00fcn ortaya \u00e7\u0131kmas\u0131yla birlikte h\u0131zla de\u011fi\u015fiyor.<\/p>\n<p>\u00d6rne\u011fin konut emlak sekt\u00f6r\u00fcn\u00fc ele alal\u0131m. Yaln\u0131zca ABD&#8217;de, ekosisteminde milyonlarca insan\u0131 bar\u0131nd\u0131ran, \u00e7o\u011fu aile i\u00e7in en b\u00fcy\u00fck ve en \u00f6nemli yat\u0131r\u0131m\u0131 olu\u015fturan ve t\u00fcm ekonomiyi de\u011fi\u015ftiren ya da bozan a\u015fa\u011f\u0131 y\u00f6nl\u00fc etkileri olan 31 Trilyon Dolarl\u0131k bir pazard\u0131r. Yine de, &#8220;evimin de\u011feri nedir?&#8221; gibi g\u00f6r\u00fcn\u00fc\u015fte temel sorular \u00f6nemsiz bir \u015fekilde yan\u0131tlanmamaktad\u0131r. Asl\u0131nda, bir evin de\u011ferini etkileyen binlerce de\u011fi\u015fken vard\u0131r ve bu de\u011fi\u015fkenlerin her biri s\u0131k s\u0131k de\u011fi\u015fir. Dahas\u0131, Amerika Birle\u015fik Devletleri&#8217;nde 103 Milyon konut parseli bulunmaktad\u0131r, bu nedenle milyonlarca ba\u011flant\u0131l\u0131 \u00f6rnekte binlerce de\u011fi\u015fen de\u011fi\u015fkeni y\u00f6netmeye \u00e7al\u0131\u015fmak &#8211; ve bu da verilerin sonu\u00e7lar\u0131na g\u00f6re karar vermemize izin veren bir zaman diliminde &#8211; yapay zeka i\u00e7in yap\u0131lm\u0131\u015f bir i\u015ftir. Ve ger\u00e7ekten de oraday\u0131z &#8211; Cesur Yeni D\u00fcnya&#8217;da ya\u015f\u0131yoruz.<\/p>\n<p>Ancak bu devrimde bile sihirli de\u011fnek yoktur. Veri ve yapay zeka var olabilir, ancak insan eylemlili\u011fi ve yarat\u0131c\u0131l\u0131\u011f\u0131 ile birle\u015ftirilmezse, kontrolden \u00e7\u0131kabilir veya nihayetinde i\u015fe yaramaz olabilirler. Veri ve yapay zeka &#8220;deneyim d\u00f6n\u00fc\u015f\u00fcm\u00fc&#8221; ile birle\u015ftirilmezse, al\u0131c\u0131lar, t\u00fcketiciler ve i\u015fletmeler bunlardan faydalanmay\u0131 asla anlayamayabilir.<\/p>\n<p>Yapay Zeka ve Veri ger\u00e7ekten de de\u011fi\u015fimin ikizleri ancak denge i\u00e7in \u00fc\u00e7\u00fcnc\u00fc bir aya\u011fa ihtiyac\u0131m\u0131z var: insan yarat\u0131c\u0131l\u0131\u011f\u0131 + deneyimi. Dikey sekt\u00f6rler veri ve yapay zekay\u0131 benimsemeli ancak insanlar\u0131 her zaman \u00f6n planda tutmal\u0131d\u0131r. \u00c7\u00fcnk\u00fc ger\u00e7ek d\u00f6n\u00fc\u015f\u00fcm\u00fc tetikleyen, insanlar\u0131n yapay zeka ve verilerle ger\u00e7ekte ne yapt\u0131\u011f\u0131d\u0131r.<\/p>\n<p>Ger\u00e7ek yapay zekan\u0131n ve ger\u00e7ek inovasyonun de\u011ferini anlayan kurulu\u015flar, kendileri ve m\u00fc\u015fterileri i\u00e7in \u015fimdiden b\u00fcy\u00fck de\u011fer yarat\u0131yor. \u00d6rne\u011fin, \u015firketim <a href=\"https:\/\/www.quantarium.com\/\">Quantarium<\/a>, konut emlak sekt\u00f6r\u00fc i\u00e7in Pratik Yapay Zeka tabanl\u0131 \u00fcr\u00fcnler ve \u00e7\u00f6z\u00fcmler geli\u015ftirmeye odaklan\u0131yor. De\u011ferlemeler ve analizlerden e\u011filim modellerine ve \u00e7ok de\u011fi\u015fkenli \u00e7\u00f6z\u00fcmlere kadar Quantarium, sekt\u00f6r\u00fcn \u00f6nde gelen veri g\u00f6l\u00fc taraf\u0131ndan desteklenmektedir. M\u00fc\u015fterilerimiz olan bankalar, kredi birlikleri, ipotek \u015firketleri, de\u011ferleme uzmanlar\u0131, sigorta \u015firketleri, pazarlama kurulu\u015flar\u0131 ve ev in\u015faat\u00e7\u0131lar\u0131 ile d\u00fcnyan\u0131n en b\u00fcy\u00fck pazar\u0131nda \u015feffafl\u0131k ve verimlilik yaratmaya \u00e7al\u0131\u015f\u0131yoruz.<\/p>\n<p>G\u00fc\u00e7l\u00fc yapay zeka \u00e7\u00f6z\u00fcmlerinin deneyim d\u00f6n\u00fc\u015f\u00fcm\u00fcne nas\u0131l yard\u0131mc\u0131 olabilece\u011fini g\u00f6rmek i\u00e7in X-Day Austin&#8217;deki a\u00e7\u0131l\u0131\u015f konu\u015fmamda bana kat\u0131l\u0131n. Yapay Zeka+\u0130nsan Deneyimi, t\u00fcm dikey sekt\u00f6rlerde s\u00fcrd\u00fcr\u00fclebilir ve k\u00e2rl\u0131 bir de\u011fi\u015fim sa\u011flayabilir. <a href=\"https:\/\/www.questionpro.com\/x-day\/2019\/austin\/\">Bize buradan kat\u0131l\u0131n<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>D\u00fcnya veri konu\u015fmalar\u0131yla \u00e7alkalan\u0131yor. \u0130\u015f d\u00fcnyas\u0131 bas\u0131n\u0131ndan pop\u00fcler k\u00fclt\u00fcr ve medyaya kadar, verinin en de\u011ferli meta oldu\u011fu fikri son on [&hellip;]<\/p>\n","protected":false},"author":99,"featured_media":653580,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1681],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Yapay Zeka ve Veri: Dikey Sekt\u00f6rlerde De\u011fi\u015fimin \u0130kizleri | QuestionPro<\/title>\n<meta name=\"description\" content=\"Veri ve yapay zeka &quot;deneyim d\u00f6n\u00fc\u015f\u00fcm\u00fc&quot; ile birle\u015ftirilmelidir. Ger\u00e7ek d\u00f6n\u00fc\u015f\u00fcm\u00fc tetikleyen, insanlar\u0131n yapay zeka ve verilerle ger\u00e7ekte ne yapt\u0131\u011f\u0131d\u0131r.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.questionpro.com\/blog\/tr\/ai-and-data-twins-of-change-in-vertical-industries\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zeka ve Veri: Dikey Sekt\u00f6rlerde De\u011fi\u015fimin \u0130kizleri | QuestionPro\" \/>\n<meta property=\"og:description\" content=\"Veri ve yapay zeka &quot;deneyim d\u00f6n\u00fc\u015f\u00fcm\u00fc&quot; ile birle\u015ftirilmelidir. Ger\u00e7ek d\u00f6n\u00fc\u015f\u00fcm\u00fc tetikleyen, insanlar\u0131n yapay zeka ve verilerle ger\u00e7ekte ne yapt\u0131\u011f\u0131d\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.questionpro.com\/blog\/tr\/ai-and-data-twins-of-change-in-vertical-industries\/\" \/>\n<meta property=\"og:site_name\" content=\"QuestionPro\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/questionpro\" \/>\n<meta property=\"article:published_time\" content=\"2019-09-24T03:23:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2019\/09\/3.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"992\" \/>\n\t<meta property=\"og:image:height\" content=\"594\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Romi Mahajan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@questionpro\" \/>\n<meta name=\"twitter:site\" content=\"@questionpro\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Romi Mahajan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/ai-and-data-twins-of-change-in-vertical-industries\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/ai-and-data-twins-of-change-in-vertical-industries\/\"},\"author\":{\"name\":\"Romi Mahajan\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/f3bedb488748d3833993c1b713c94346\"},\"headline\":\"Yapay Zeka ve Veri: Dikey Sekt\u00f6rlerde De\u011fi\u015fimin \u0130kizleri\",\"datePublished\":\"2019-09-24T03:23:58+00:00\",\"dateModified\":\"2019-09-24T03:23:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/ai-and-data-twins-of-change-in-vertical-industries\/\"},\"wordCount\":702,\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#organization\"},\"articleSection\":[\"Yapay Zeka\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/ai-and-data-twins-of-change-in-vertical-industries\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/ai-and-data-twins-of-change-in-vertical-industries\/\",\"name\":\"Yapay Zeka ve Veri: Dikey Sekt\u00f6rlerde De\u011fi\u015fimin \u0130kizleri | QuestionPro\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#website\"},\"datePublished\":\"2019-09-24T03:23:58+00:00\",\"dateModified\":\"2019-09-24T03:23:58+00:00\",\"description\":\"Veri ve yapay zeka \\\"deneyim d\u00f6n\u00fc\u015f\u00fcm\u00fc\\\" ile birle\u015ftirilmelidir. 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