{"id":5271,"date":"2023-08-22T06:17:06","date_gmt":"2023-08-22T06:17:06","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5271"},"modified":"2023-08-22T06:17:07","modified_gmt":"2023-08-22T06:17:07","slug":"yapay-zeka-projeleri-icin-yatirim-getirisi-roi","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-projeleri-icin-yatirim-getirisi-roi\/","title":{"rendered":"Yapay Zeka Projeleri i\u00e7in Yat\u0131r\u0131m Getirisi (ROI)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5271\" class=\"elementor elementor-5271\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f8139c4 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f8139c4\" data-element_type=\"section\" data-e-type=\"section\" 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d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6d9a5e4\" data-id=\"6d9a5e4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1309380 elementor-widget elementor-widget-heading\" data-id=\"1309380\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Projeleri i\u00e7in Yat\u0131r\u0131m Getirisi (ROI)<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4c1e3c0 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c1e3c0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fc8101d\" data-id=\"fc8101d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a2d6b82 elementor-widget elementor-widget-text-editor\" data-id=\"a2d6b82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><strong><span>Herhangi bir BT projesi i\u00e7in g\u00fc\u00e7l\u00fc bir Yat\u0131r\u0131m Getirisi (ROI) sergilemek her zaman \u00f6nemlidir, ancak <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> ile ilgili projeler i\u00e7in bu, yapay zekan\u0131n kurulu\u015funuz genelinde uzun vadeli da\u011f\u0131t\u0131m\u0131 a\u00e7\u0131s\u0131ndan kritik \u00f6neme sahip olabilir; dolay\u0131s\u0131yla bunu do\u011fru bir \u015fekilde ger\u00e7ekle\u015ftirmek hem b\u00fcy\u00fck bir zorluk hem de b\u00fcy\u00fck bir zorluktur. Herhangi bir yapay zeka projesinin t\u00fcm faydalar\u0131n\u0131n ger\u00e7ekle\u015ftirilmesini ve yat\u0131r\u0131m getirisi \u00f6l\u00e7\u00fcmlerine dahil edilmesini sa\u011flamak i\u00e7in dikkate al\u0131nmas\u0131 gereken ek karma\u015f\u0131kl\u0131klara sahip bir f\u0131rsat.<\/span><\/strong><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93bb3e9 elementor-widget elementor-widget-text-editor\" data-id=\"93bb3e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><span>Baz\u0131 m\u00fc\u015fterilerin bize kar\u015f\u0131la\u015ft\u0131\u011f\u0131 zorluklardan biri, yapay zeka projeleri i\u00e7in yat\u0131r\u0131m getirisini tan\u0131mlamak ve dolay\u0131s\u0131yla projenin finansman\u0131 i\u00e7in g\u00fc\u00e7l\u00fc bir i\u015f senaryosu tan\u0131mlayabilmektir.<\/span><\/p><p><span>Bir yapay zeka projesinin di\u011fer herhangi bir BT projesine benzedi\u011fi basit bir bak\u0131\u015f a\u00e7\u0131s\u0131yla de\u011ferlendirilebilir; projenin uygulaman\u0131n bir par\u00e7as\u0131 olarak bir t\u00fcr yapay zeka veya Makine \u00d6\u011frenimi tekniklerinden yararlanaca\u011f\u0131 ger\u00e7e\u011fi, y\u00fcksek d\u00fczeyde bir proje olarak kabul edilebilir. Yat\u0131r\u0131m getirisi \u00f6l\u00e7\u00fcmlerini etkilememesi gereken projeyle ilgili ayr\u0131nt\u0131lar.<\/span><\/p><p><span>Ne yaz\u0131k ki, alt d\u00fczey ayr\u0131nt\u0131lara indi\u011finizde, projenin bir yapay zeka teslimat\u0131 i\u00e7ermesi ger\u00e7e\u011fi, dikkate al\u0131nmas\u0131 gereken ek fakt\u00f6rleri gerektirebilir.<\/span><\/p><p><em><span>A\u015fa\u011f\u0131da, yapay zeka ile ilgili projeleri desteklemek i\u00e7in g\u00fc\u00e7l\u00fc bir i\u015f senaryosu olu\u015ftururken g\u00f6z \u00f6n\u00fcnde bulundurulmas\u0131 gereken baz\u0131 temel fakt\u00f6rleri payla\u015f\u0131yoruz ve genellikle ilk yapay zeka projelerini y\u00fcr\u00fctmekten elde edilen ve daha sonra gelecekteki teslimatlar\u0131n teslimine yard\u0131mc\u0131 olabilecek di\u011fer faydalar\u0131 vurguluyoruz.<\/span><\/em><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46a35f5 elementor-widget elementor-widget-image\" data-id=\"46a35f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"443\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Projeleri-icin-Yatirim-Getirisi-ROI-1024x538.jpg\" class=\"attachment-large size-large wp-image-5273\" alt=\"Yapay Zeka Projeleri i\u00e7in Yat\u0131r\u0131m Getirisi (ROI)\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Projeleri-icin-Yatirim-Getirisi-ROI-1024x538.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Projeleri-icin-Yatirim-Getirisi-ROI-300x158.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Projeleri-icin-Yatirim-Getirisi-ROI-768x403.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Projeleri-icin-Yatirim-Getirisi-ROI-18x9.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Projeleri-icin-Yatirim-Getirisi-ROI.jpg 1200w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yapay Zeka Projeleri i\u00e7in Yat\u0131r\u0131m Getirisi (ROI)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc038a1 elementor-widget elementor-widget-heading\" data-id=\"dc038a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yat\u0131r\u0131m Getirisi \u0130\u00e7in Temel Fakt\u00f6rler\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5862018 elementor-widget elementor-widget-text-editor\" data-id=\"5862018\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><span>Bu, \u015firketin takip etti\u011fi ilk yapay zeka projesiyse ve \u015firket i\u00e7i uzmanl\u0131\u011f\u0131 s\u0131n\u0131rl\u0131ysa, ilk fakt\u00f6r daha fazla endi\u015fe verici olacakt\u0131r.\u00a0Yapay zeka projeleri, kendisine verilen g\u00f6revi ba\u015far\u0131yla \u00e7\u00f6zen do\u011fru tekni\u011fi belirlemek i\u00e7in bir deney unsuruna sahiptir.\u00a0Bu, en iyi y\u00f6ntemi belirlemek zaman alabilir ve projenin zaman \u00e7izelgesinde az miktarda belirsizlik sa\u011flar.\u00a0Bu, i\u015fin etraf\u0131na makul bir zaman dilimi koyarak, projeye en iyi \u00e7\u00f6z\u00fcm\u00fc bulma deneyimini ya\u015fama \u00f6zg\u00fcrl\u00fc\u011f\u00fc tan\u0131yarak, ancak \u00e7al\u0131\u015fan bir \u00e7\u00f6z\u00fcm sunmak i\u00e7in gereken odaklanmaya izin veren baz\u0131 k\u0131s\u0131tlamalarla y\u00f6netilebilir.<\/span><\/p><p><span>Bu zaman s\u0131n\u0131rlamas\u0131 ayn\u0131 zamanda projenin ba\u015far\u0131s\u0131z olma ihtimaline de izin verir.\u00a0Bu bir ba\u015far\u0131s\u0131zl\u0131k olarak g\u00f6r\u00fclmemeli, ancak mevcut veriler ve sorunun konumu hakk\u0131nda de\u011ferli bilgiler sa\u011flamal\u0131, bu da neyin m\u00fcmk\u00fcn oldu\u011funu veya neyin yap\u0131lmas\u0131 gerekti\u011fini (ek veri toplama a\u00e7\u0131s\u0131ndan) daha iyi anlamak i\u00e7in daha fazla ara\u015ft\u0131rmaya olanak tan\u0131mal\u0131d\u0131r. ) projenin \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flamak.\u00a0Bunu kabul etmenin \u00e7ok zor olabilece\u011finin fark\u0131nday\u0131z, \u00f6zellikle de bu sizin ilk projeniz oldu\u011funda.\u00a0Kurulu\u015fun, yaln\u0131zca bireysel performansa odaklanmak yerine yapay zeka projeleri i\u00e7in bir portf\u00f6y g\u00f6r\u00fcn\u00fcm\u00fc almas\u0131 gerekiyor. Bu portf\u00f6y g\u00f6r\u00fcn\u00fcm\u00fcyle, tamamlanmayan projelerin bile kurulu\u015fa nas\u0131l de\u011fer katabilece\u011fini ve getiri sa\u011flayabilece\u011fini de g\u00f6rebiliriz. Farkl\u0131 \u015fekillerde yat\u0131r\u0131m yap\u0131n.<\/span><\/p><p><span>Herhangi bir \u015firket i\u00e7in, yapay zekan\u0131n sa\u011flanmas\u0131n\u0131 firma \u00e7ap\u0131nda bir giri\u015fim olarak g\u00f6rmeleri ve bireysel yapay zeka projelerinin faydalar\u0131n\u0131n portf\u00f6y d\u00fczeyinde g\u00f6r\u00fclmesi gerekir.\u00a0Bir yapay zeka projesi ger\u00e7ekle\u015ftirerek kurulu\u015fun beceri taban\u0131n\u0131 geni\u015fletmenin, yeniden beceri kazanma ve personel kat\u0131l\u0131m\u0131 perspektifinden bak\u0131ld\u0131\u011f\u0131nda \u00f6nemli yat\u0131r\u0131m getirisi sonu\u00e7lar\u0131 vard\u0131r.\u00a0Personeli yapay zeka ve Makine \u00d6\u011frenimi teknolojileriyle e\u011fitmeye y\u00f6nelik bu f\u0131rsat, uzun vadede kurulu\u015fa \u00f6nemli bir fayda sa\u011flayacakt\u0131r; zira giderek daha fazla uygulama ve sistem, tahmine dayal\u0131 yeteneklerden yararlanan veri bilimi ve analitik tekniklerinden yararlanmaya \u00e7al\u0131\u015fmaktad\u0131r.\u00a0Erken projelerin ba\u015far\u0131s\u0131, yapay zeka ile ilgili projeler i\u00e7in olumlu bir kabul ve co\u015fku yaratacakt\u0131r.<\/span><\/p><p><span>\u0130lk kez yapay zeka projeleri yapan bir \u015firket, \u00f6nceden bilgi ve deneyime sahip olduklar\u0131 i\u00e7in organizasyona dahil olmak isteyen gizli yetenekleri ortaya \u00e7\u0131karacakt\u0131r.\u00a0Bu, \u015firkete kaynaklar\u0131n\u0131 yeniden d\u00fczenleme ve gizli yeteneklerini en \u00fcst d\u00fczeye \u00e7\u0131karma f\u0131rsat\u0131 vererek makine \u00f6\u011frenimi konusunda hem tutkulu hem de bilgi sahibi ki\u015filerden olu\u015fan dahili bir ekip olu\u015fturma f\u0131rsat\u0131 sa\u011flar.\u00a0Bu erken yapay zeka projelerinin bir ba\u015fka \u00e7ok olumlu yat\u0131r\u0131m getirisi.<\/span><\/p><p><span>\u0130lk yapay zeka projeleri ayn\u0131 zamanda farkl\u0131 yapay zeka platformlar\u0131ndan baz\u0131lar\u0131n\u0131 de\u011ferlendirmek i\u00e7in bir ortam sa\u011flayacak ve bunlar\u0131 firman\u0131n mevcut teknoloji ortam\u0131na g\u00f6re de\u011ferlendirebilecek.\u00a0Bu, gelecekteki projelerin yararlanabilece\u011fi de\u011ferli bir \u00e7al\u0131\u015fma olacakt\u0131r.<\/span><\/p><p><span>\u0130lk yapay zeka projeleri i\u00e7in ek bir yat\u0131r\u0131m getirisi, yapay zeka platformu \/ tedarik\u00e7isi ile ortakl\u0131k kurmak ve birlikte bir ba\u015flang\u0131\u00e7 \u200b\u200bPoC veya PoV olu\u015fturmak, b\u00f6ylece her iki taraf\u0131n da di\u011fer kurulu\u015fun ihtiya\u00e7lar\u0131n\u0131 daha iyi anlamas\u0131na olanak tan\u0131mak olacakt\u0131r.\u00a0Bu, bir i\u015f orta\u011f\u0131 ili\u015fkisini ke\u015ffetmenin m\u00fckemmel bir yoludur ve potansiyel entegrasyon ve kat\u0131l\u0131m i\u015flemlerinin ba\u015flang\u0131\u00e7 \u200b\u200bkonseptinin veya inovasyon i\u015f ak\u0131\u015f\u0131n\u0131n bir par\u00e7as\u0131 olarak yap\u0131lmas\u0131na olanak tan\u0131r ve her iki taraf\u0131n da di\u011ferlerinin sundu\u011fu gereksinimleri ve \u00f6zellikleri daha iyi anlamas\u0131n\u0131 sa\u011flar.\u00a0Bu de\u011ferli bir fikir olabilir ve kurulu\u015fun mevcut teknik ortam\u0131na uyum sa\u011flayacak do\u011fru yapay zeka platformlar\u0131n\u0131n belirlenmesine yard\u0131mc\u0131 olabilir.\u00a0Bu ayn\u0131 zamanda sat\u0131c\u0131 taraf\u0131ndan kullan\u0131lan ve uzun vadeli i\u015f durumu hakk\u0131nda bilgi verebilecek fiyatland\u0131rma modelini de \u015feffaf hale getirecektir.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c06bd3 elementor-widget elementor-widget-heading\" data-id=\"1c06bd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Dikkate Al\u0131nmas\u0131 Gereken Di\u011fer Zorluklar\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e1c40 elementor-widget elementor-widget-text-editor\" data-id=\"45e1c40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><span>Temel zorluklar verilerle ilgilidir; bunlar\u0131 anlamazsan\u0131z ve bunlara g\u00f6re plan yapmazsan\u0131z yat\u0131r\u0131m getirisinin etkilenme riski vard\u0131r.<\/span><\/p><p><span>Burada birka\u00e7 husus var.\u00a0\u0130lk kavram kan\u0131tlamas\u0131 veya de\u011fer kan\u0131tlamas\u0131 s\u0131ras\u0131nda kullan\u0131lan veriler s\u0131n\u0131rl\u0131 olacak ve potansiyel olarak verilerdeki \u00fcretim hacimlerindeki t\u00fcm olas\u0131 de\u011fi\u015fiklikleri i\u00e7ermeyecektir.\u00a0Bu nedenle, azalt\u0131lm\u0131\u015f veri k\u00fcmesiyle bir model olu\u015fturmak daha az zaman alacakt\u0131r ve y\u00f6ntemin uygulanabilirli\u011fi hakk\u0131nda bir bak\u0131\u015f a\u00e7\u0131s\u0131 sa\u011flayacakt\u0131r (yukar\u0131daki ilk noktayla ilgili olarak), ancak modelin \u00fcretim boyutunda bir veri k\u00fcmesiyle yeniden e\u011fitilmesi gerekecektir ve bu, farkl\u0131 bir y\u00f6ntem\/algoritma kullan\u0131lmas\u0131 ihtiyac\u0131 projenin deneme a\u015famas\u0131n\u0131 uzatmaktad\u0131r.\u00a0Veriler eksik olabilir, veri kalitesi sorunlar\u0131 olabilir, hatta modelin ba\u015far\u0131s\u0131 i\u00e7in gereken veriler eksik olabilir.\u00a0Bunun, \u00e7\u00f6z\u00fcm sunulmadan \u00f6nce bu sorunlar\u0131 \u00e7\u00f6zmesi i\u00e7in proje \u00fczerinde bask\u0131 olu\u015fturan zincirleme etkileri olacakt\u0131r.<\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2c3b71 elementor-widget elementor-widget-heading\" data-id=\"d2c3b71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Portf\u00f6y Perspektifini Al\u0131n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81e19a2 elementor-widget elementor-widget-text-editor\" data-id=\"81e19a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><span>ROI&#8217;yi i\u015fletme sahipleri ve sponsorluk yapan payda\u015flar i\u00e7in \u015feffaf hale getirmenin zorlay\u0131c\u0131 olabilece\u011fini kabul etsek de, daha geni\u015f yat\u0131r\u0131m getirisi tart\u0131\u015fmalar\u0131n\u0131n bir par\u00e7as\u0131 olarak beslenmesi ve \u00f6ne \u00e7\u0131kar\u0131lmas\u0131 gereken bir\u00e7ok ek de\u011fer kayna\u011f\u0131 vard\u0131r; bunlar\u0131n hepsini nitelendirmek zor olsa bile, bunlar\u0131n de\u011ferlendirilmesi gerekir. kurulu\u015fa uzun vadeli faydalar olarak katma de\u011fer olarak g\u00f6sterilebilir; bunlardan baz\u0131lar\u0131, bireysel AI projesi herhangi bir nedenle ba\u015far\u0131l\u0131 bir \u015fekilde teslim edilemese bile hala de\u011fer katabilir.<\/span><\/p><p><span>Sonu\u00e7ta, bu makalenin \u00e7e\u015fitli alanlar\u0131nda vurguland\u0131\u011f\u0131 gibi, yapay zeka \u00e7al\u0131\u015fmalar\u0131n\u0131n sunumunu tek tek vaka baz\u0131nda g\u00f6rmek yerine bir proje portf\u00f6y\u00fc olarak g\u00f6rmenin en iyi yolu.\u00a0Bu, daha geni\u015f faydalar\u0131n bir\u00e7o\u011funun genel yat\u0131r\u0131m getirisinin bir par\u00e7as\u0131 olarak de\u011ferlendirilmesine olanak tan\u0131yacak, baz\u0131 erken yapay zeka projelerinin h\u0131zl\u0131 bir \u015fekilde ba\u015far\u0131s\u0131z olmas\u0131na izin verirken, bunun nedenleri hakk\u0131nda de\u011ferli bilgiler vermeye ve personelinizi bu konuda e\u011fitmeye ve e\u011fitmeye yard\u0131mc\u0131 olacakt\u0131r. \u00d6l\u00e7eklendirilmi\u015f bir profesyonel veri bilimi ekibi i\u00e7in gerekli olan ara\u00e7lar, \u00e7er\u00e7eveler ve i\u015f ak\u0131\u015f\u0131 i\u015flenir.<\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0ef2b5e elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ef2b5e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c6ab7b3\" data-id=\"c6ab7b3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0d79138 elementor-widget elementor-widget-image\" data-id=\"0d79138\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f400ba elementor-widget elementor-widget-heading\" data-id=\"1f400ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">GHB Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edb1e1f elementor-widget elementor-widget-heading\" data-id=\"edb1e1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9f2dc7 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"c9f2dc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a380ad0\" data-id=\"a380ad0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7dad862 elementor-widget elementor-widget-heading\" data-id=\"7dad862\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff537e4 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"ff537e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"5271\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&#039;den Claude&#039;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Yapay Zeka Projeleri i\u00e7in Yat\u0131r\u0131m Getirisi (ROI) Herhangi bir BT projesi i\u00e7in g\u00fc\u00e7l\u00fc bir Yat\u0131r\u0131m Getirisi (ROI) sergilemek her zaman \u00f6nemlidir, ancak yapay zeka ile&hellip;<\/p>","protected":false},"author":1,"featured_media":5273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17],"class_list":["post-5271","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5271","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=5271"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5271\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5273"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5271"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5271"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5271"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}