{"id":5200,"date":"2023-08-18T06:56:01","date_gmt":"2023-08-18T06:56:01","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5200"},"modified":"2023-10-02T10:16:16","modified_gmt":"2023-10-02T10:16:16","slug":"uretken-yapay-zeka-ve-veri-analitigi-en-iyi-uygulamalar","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/uretken-yapay-zeka-ve-veri-analitigi-en-iyi-uygulamalar\/","title":{"rendered":"\u00dcretken Yapay Zeka ve Veri Analiti\u011fi: En \u0130yi Uygulamalar"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5200\" class=\"elementor elementor-5200\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-53ad107 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"53ad107\" 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-f75a918\" data-id=\"f75a918\" 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-a9a4d28 elementor-widget elementor-widget-heading\" data-id=\"a9a4d28\" 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\">\u00dcretken Yapay Zeka ve Veri Analiti\u011fi: En \u0130yi Uygulamalar<\/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-7493c01 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7493c01\" 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-26a18b0\" data-id=\"26a18b0\" 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-abdf67f elementor-widget elementor-widget-text-editor\" data-id=\"abdf67f\" 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-xl 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 break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"\" data-block=\"true\" data-editor=\"93du5\" data-offset-key=\"c18hv-0-0\"><div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\" data-offset-key=\"c18hv-0-0\"><div class=\"td-post-header\"><header class=\"td-post-title\"><p class=\"td-post-sub-title\">Veri analizini geli\u015ftirmek i\u00e7in \u00fcretken yapay zekay\u0131 kullan\u0131rken, en iyi uygulamalar\u0131 belirlemek ve bunlara uymak \u00f6nemlidir.<\/p><p>\u00dcretken <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a>, yeni veriler \u00fcretme ve mevcut verilerden uygun \u00f6l\u00e7ekte anlam ayr\u0131\u015ft\u0131rma yetene\u011fiyle, veri analiti\u011fini ve i\u015f zekas\u0131n\u0131 geli\u015ftirmek i\u00e7in giderek daha fazla getiriliyor.<\/p><p>En b\u00fcy\u00fck \u00fcretici yapay zeka sat\u0131c\u0131lar\u0131ndan baz\u0131lar\u0131, modellerini mevcut veri analizi \u00e7\u00f6z\u00fcmleriyle b\u00fct\u00fcnle\u015ftirirken, bir\u00e7ok \u00fcretken yapay zeka giri\u015fimi veri analizi ve veri y\u00f6netimi i\u00e7in benzersiz, ba\u011f\u0131ms\u0131z \u00e7\u00f6z\u00fcmler olu\u015fturuyor.<\/p><p>Bunun gibi \u00fcretken yapay zeka ara\u00e7lar\u0131, kurulu\u015funuzun veri analizi \u00e7abalar\u0131n\u0131 otomatikle\u015ftirmesine ve desteklemesine yard\u0131mc\u0131 olabilir, ancak yaln\u0131zca \u00fcretken yapay zeka ve veri analizi ara\u00e7lar\u0131n\u0131 birlikte etkili bir \u015fekilde kullanmaya y\u00f6nelik en iyi uygulamalar\u0131n fark\u0131ndaysan\u0131z.<\/p><p>Bu k\u0131lavuzda, veri analizi operasyonlar\u0131n\u0131zda \u00fcretken yapay zekay\u0131 kullanmaya y\u00f6nelik baz\u0131 en iyi uygulamalar\u0131n yan\u0131 s\u0131ra \u00e7e\u015fitli kurumsal kullan\u0131m durumlar\u0131nda yapay zeka destekli analizler i\u00e7in kullan\u0131labilecek baz\u0131 en iyi ara\u00e7lar\u0131 inceleyece\u011fiz.<\/p><\/header><\/div><\/div><\/div><\/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-55fe77b elementor-widget elementor-widget-image\" data-id=\"55fe77b\" 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=\"546\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-1024x663.png\" class=\"attachment-large size-large wp-image-5201\" alt=\"\u00dcretken Yapay Zeka ve Veri Analiti\u011fi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-1024x663.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-300x194.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-768x497.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-18x12.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi.png 1400w\" 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\">\u00dcretken Yapay Zeka ve Veri Analiti\u011fi<\/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-d3f6285 elementor-widget elementor-widget-heading\" data-id=\"d3f6285\" 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\">\u00dcretken YZ ve Veri Analiti\u011fi: En \u0130yi Uygulamalar ve \u0130pu\u00e7lar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42c3b58 elementor-widget elementor-widget-text-editor\" data-id=\"42c3b58\" 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>Bir\u00e7ok i\u015f lideri, yaln\u0131zca\u00a0\u00fcretici bir yapay zeka modeline abone olman\u0131n veya olu\u015fturman\u0131n mevcut veri analizi uygulamalar\u0131n\u0131 optimize etmek i\u00e7in yeterli olaca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcyor.<\/p><p>Ancak, bu modeller yaln\u0131zca kulland\u0131\u011f\u0131n\u0131z veriler ve belirledi\u011finiz standartlar kadar iyidir. Veri analizi i\u00e7in \u00fcretken yapay zekay\u0131 kullan\u0131rken ekibinize ve bir b\u00fct\u00fcn olarak i\u015fletmenize en iyi ba\u015far\u0131 \u015fans\u0131n\u0131 vermek i\u00e7in a\u015fa\u011f\u0131daki en iyi uygulamalar\u0131 ve ipu\u00e7lar\u0131n\u0131 izleyin:<\/p><h3><strong>Y\u00fcksek kaliteli verileri kaynak sa\u011flama ve kullanma<\/strong><\/h3><p>\u00dcretken yapay zeka teknolojisiyle\u00a0veri analizi\u00a0sonu\u00e7lar\u0131n\u0131z\u0131n kalitesi, kulland\u0131\u011f\u0131n\u0131z verilerin kalitesine ba\u011fl\u0131d\u0131r. Bu, hem \u00fcretici modelin ba\u015flang\u0131\u00e7tan itibaren ald\u0131\u011f\u0131 e\u011fitim verileri hem de s\u00fcrekli olarak ald\u0131\u011f\u0131 t\u00fcm girdi verileri i\u00e7in ge\u00e7erlidir.<\/p><p>Burada ilerlemenin en kesin yolu, \u00f6ncelikle birinci taraf verilerine g\u00fcvenmektir, \u00e7\u00fcnk\u00fc ekibiniz kayna\u011f\u0131n\u0131 kolayca izleyebilir ve dahili kaynaklar ve kullan\u0131c\u0131larla ilgili sorunlar\u0131 belirleyebilir. Ancak, bazen \u00fc\u00e7\u00fcnc\u00fc taraf veri kaynaklar\u0131n\u0131 kullanmak gerekebilir. Bu gibi durumlarda, verileri sayg\u0131n bir kaynaktan, tercihen veri kayna\u011f\u0131 ve g\u00fcvenlik uygulamalar\u0131yla \u015feffaf olan bir kaynaktan ald\u0131\u011f\u0131n\u0131zdan emin olun. Her durumda, y\u00fcksek kaliteli, \u00f6nyarg\u0131s\u0131z, etik kaynakl\u0131 ve ilgili d\u00fczenlemelere uygun oldu\u011fundan emin olmak i\u00e7in verilerinizi de\u011ferlendirin.<\/p><p>Ek olarak, di\u011fer t\u00fcm veri analizleri veya yapay zeka ara\u00e7lar\u0131nda yapt\u0131\u011f\u0131n\u0131z gibi, verilerinizi optimum \u00fcretken YZ i\u015fleme i\u00e7in temizlemek ve haz\u0131rlamak \u00f6nemlidir. Verilerinizi di\u011fer yapay zeka ara\u00e7lar\u0131 i\u00e7in olabildi\u011fince hassas bir \u015fekilde etiketlemek ve haz\u0131rlamak gerekli olmasa da, verilerinizi d\u00fczenlemek, hatal\u0131 verileri kald\u0131rmak ve hangi verilerin nihai hedefleriniz i\u00e7in yararl\u0131 oldu\u011fu konusunda ba\u015fka kararlar almak iyi bir fikirdir.<\/p><p>Veri k\u00fcmelerinizi incelemek ve temizlemek i\u00e7in zaman ay\u0131rmak, yaln\u0131zca veri analizi projelerinizle alakal\u0131 verilere sahip olman\u0131z\u0131 sa\u011flamakla kalmaz, ayn\u0131 zamanda t\u00fcm verilerin uyumlu ve etik kaynakl\u0131 oldu\u011funu do\u011frulaman\u0131za yard\u0131mc\u0131 olur.<\/p><h3><strong>KPI&#8217;lar\u0131, biti\u015f hedeflerini ve kullan\u0131m \u00f6rneklerini proaktif olarak belirleyin<\/strong><\/h3><p>\u00dcretken yapay zeka modelleri, veri analizini otomatikle\u015ftirmek ve \u00f6l\u00e7eklendirmek i\u00e7in inan\u0131lmaz kaynaklard\u0131r, ancak do\u011fru arac\u0131 net bir nihai hedef g\u00f6z \u00f6n\u00fcnde bulundurarak kullanmad\u0131\u011f\u0131n\u0131z s\u00fcrece, ilgili \u00e7\u0131kt\u0131lar\u0131 elde etme olas\u0131l\u0131\u011f\u0131n\u0131z \u00e7ok daha d\u00fc\u015f\u00fckt\u00fcr. En iyi sonu\u00e7lar\u0131 elde etmek i\u00e7in, ba\u015flamadan \u00f6nce KPI&#8217;lar\u0131n\u0131z\u0131 ve veri analizi hedeflerinizi belirlemek iyi bir fikirdir. A\u015fa\u011f\u0131daki sorular, kurulu\u015funuz i\u00e7in do\u011fru hedefleri belirlemenize yard\u0131mc\u0131 olabilir:<\/p><ul><li><strong>Kullan\u0131c\u0131:<\/strong>\u00a0Veri analizi arac\u0131n\u0131z\u0131 kimler kullanacak? \u00d6ncelikle profesyonel veri analistlerinden olu\u015fan bir ekip mi olacak yoksa daha az teknik ekip arkada\u015flar\u0131 da arac\u0131 kullanacak m\u0131?<\/li><li><strong>End\u00fcstri gereksinimleri:<\/strong>\u00a0Sekt\u00f6r\u00fcn\u00fcze ba\u011fl\u0131 olarak, daha genel bir veri analizi \u00e7\u00f6z\u00fcm\u00fcne mi yoksa sekt\u00f6re \u00f6zel bir araca m\u0131 ihtiyac\u0131n\u0131z var? Arac\u0131n\u0131z\u0131n herhangi bir \u00f6zel uyumluluk d\u00fczenlemesine\/d\u00fczenlemelerine uymas\u0131 gerekiyor mu?<\/li><li><strong>Departmanlar aras\u0131 kullan\u0131m \u00f6rnekleri:<\/strong>\u00a0Hangi departman(lar) bu arac\u0131 kullanacak? Bu ara\u00e7, i\u015fletmenizin kullan\u0131m \u00f6rneklerinde \u00e7al\u0131\u015f\u0131yor mu?<\/li><li><strong>Miktar:<\/strong>\u00a0G\u00fcnl\u00fck, haftal\u0131k ve ayl\u0131k olarak ka\u00e7 tane i\u00e7g\u00f6r\u00fc \u00fcretmeyi planl\u0131yorsunuz?<\/li><li><strong>Veri sunum gereksinimleri:<\/strong>\u00a0\u0130\u00e7g\u00f6r\u00fclerin kime sunulmas\u0131 gerekiyor? Sonu\u00e7lar belirli bir panoda veya g\u00f6rselle\u015ftirme bi\u00e7iminde mi g\u00f6r\u00fcnt\u00fclenmelidir? Sonu\u00e7lar\u0131n ne s\u0131kl\u0131kla sunulmas\u0131 gerekir?<\/li><li><strong>H\u0131z:<\/strong>\u00a0\u0130\u00e7g\u00f6r\u00fclerin ne kadar h\u0131zl\u0131 olu\u015fturulmas\u0131 gerekir?<\/li><li><strong>Do\u011fruluk:<\/strong>\u00a0Ekibiniz veri analizi sonu\u00e7lar\u0131yla y\u00fczde ka\u00e7 do\u011fruluk elde etmeyi hedefliyor?<\/li><li><strong>Antrenman:<\/strong>\u00a0\u00c7al\u0131\u015fanlar\u0131n bu arac\u0131 etkili bir \u015fekilde kullanmak i\u00e7in ne kadar e\u011fitime ihtiyac\u0131 olacak?<\/li><\/ul><p>Kendinize ve veri analizi ekiplerinize bu t\u00fcr sorular sormak, ilgili KPI&#8217;lar\u0131 olu\u015fturman\u0131za ve bu hedeflere ula\u015fmak i\u00e7in en iyi veri analizi ara\u00e7lar\u0131n\u0131 se\u00e7menize yard\u0131mc\u0131 olacakt\u0131r.<\/p><p>Bir\u00e7ok ekibin fark etmedi\u011fi \u015fey, \u00e7o\u011fu durumda, \u00fcretken bir YZ modelinin \u00fczerinde \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z projeler i\u00e7in a\u015f\u0131r\u0131 olaca\u011f\u0131d\u0131r. Bu durum tespitini \u00f6nceden yapmak, ekibinizin gerekli olmad\u0131k\u00e7a \u00fcretken YZ teknolojisine zaman, enerji, b\u00fct\u00e7e ve di\u011fer kaynaklar\u0131 harcamas\u0131n\u0131 \u00f6nler.<\/p><h3><strong>\u00dcretken yapay zeka modelleriyle t\u00fcmle\u015ftirilen veri analizi ara\u00e7lar\u0131n\u0131 se\u00e7in<\/strong><\/h3><p>Veri analizi operasyonlar\u0131n\u0131zda \u00fcretken yapay zekay\u0131 kullanman\u0131n en etkili yolu, zaten yerle\u015fik \u00fcretken yapay zeka \u00f6zelliklerine sahip bir veri analizi platformuyla \u00e7al\u0131\u015fmakt\u0131r. Giderek artan say\u0131da veri analizi sat\u0131c\u0131s\u0131, kullan\u0131c\u0131lar\u0131n veri analizi operasyonlar\u0131n\u0131 otomatikle\u015ftirmelerine, kolayla\u015ft\u0131rmalar\u0131na ve b\u00fcy\u00fctmelerine yard\u0131mc\u0131 olmak i\u00e7in yaz\u0131l\u0131mlar\u0131na \u00fcretken yapay zekay\u0131 (\u00e7o\u011funlukla ChatGPT) dahil etmi\u015ftir.<\/p><p>\u00dcretken yapay zekay\u0131 geli\u015fmi\u015f veri analiziyle birle\u015ftiren do\u011fru arac\u0131 ar\u0131yorsan\u0131z a\u015fa\u011f\u0131daki \u00e7\u00f6z\u00fcmlerden birini kullanmay\u0131 d\u00fc\u015f\u00fcn\u00fcn:<\/p><ul><li><strong><a href=\"https:\/\/powerbi.microsoft.com\/en-sg\/blog\/introducing-microsoft-fabric-and-copilot-in-microsoft-power-bi\/\" rel=\"noopener\" target=\"_blank\">Microsoft Power BI:<\/a><\/strong>\u00a0Art\u0131k yerel olarak Microsoft Copilot, ChatGPT ve Azure AI Services&#8217;\u0131 i\u00e7eren kurumsal d\u00fczeyde bir BI platformu. Kullan\u0131c\u0131lar do\u011fal dil giri\u015flerini ve sorgular\u0131n\u0131 daha kolay kullanabilir ve ilgili veri g\u00f6rselle\u015ftirmeleri olu\u015fturabilir.<\/li><li><strong><a href=\"https:\/\/www.tableau.com\/products\/tableau-gpt\" rel=\"noopener\" target=\"_blank\">Tableau GPT<\/a>:<\/strong>\u00a0Salesforce Einstein GPT ve ChatGPT&#8217;nin yard\u0131m\u0131yla Tableau GPT, veri haz\u0131rlama ve y\u00f6neti\u015fim dahil olmak \u00fczere \u00e7e\u015fitli veri analizi g\u00f6revlerini otomatikle\u015ftirmek i\u00e7in tasarlanm\u0131\u015ft\u0131r. Kullan\u0131c\u0131lar ayr\u0131ca, bireysel \u00e7al\u0131\u015fanlara ki\u015fiselle\u015ftirilmi\u015f veri i\u00e7g\u00f6r\u00fcleri sa\u011flayan Tableau-GPT destekli bir \u00e7\u00f6z\u00fcm olan Tableau Pulse&#8217;tan da yararlanabilirler.<\/li><li><strong><a href=\"https:\/\/www.qlik.com\/us\/products\/qlik-sense\" rel=\"noopener\" target=\"_blank\">Qlik Sense<\/a>:<\/strong>\u00a0Qlik Sense, OpenAI ba\u011flay\u0131c\u0131s\u0131n\u0131 dahil ederek tipik bir bulut analizi \u00e7\u00f6z\u00fcm\u00fcnden, yapay zeka taraf\u0131ndan olu\u015fturulan veri i\u00e7g\u00f6r\u00fcleri ve verilerin otomatik do\u011fal dil a\u00e7\u0131klamalar\u0131 i\u00e7in demokratikle\u015ftirilmi\u015f bir se\u00e7ene\u011fe ge\u00e7i\u015f yapt\u0131.<\/li><li><strong><a href=\"https:\/\/www.notion.so\/product\/ai\" rel=\"noopener\" target=\"_blank\">Kavram AI<\/a>:<\/strong>\u00a0Notion proje y\u00f6netimi platformundaki bu yeni \u00fcr\u00fcn, toplant\u0131 notlar\u0131ndaki \u00f6nemli noktalar\u0131 \u00f6zetlemek, toplant\u0131 notlar\u0131ndan sonraki ad\u0131mlar\u0131 olu\u015fturmak ve kullan\u0131c\u0131lara yazma g\u00f6revlerinde yard\u0131mc\u0131 olmak i\u00e7in ChatGPT teknolojisine dayan\u0131r.<\/li><\/ul><\/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-753f5ff elementor-widget elementor-widget-image\" data-id=\"753f5ff\" 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=\"562\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi.jpeg\" class=\"attachment-large size-large wp-image-4951\" alt=\"Makinelere Bak\u0131\u015f: Turing, Winograd ve \u00d6tesi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi-300x200.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi-768x512.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi-18x12.jpeg 18w\" 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\">Makinelere Bak\u0131\u015f: Turing, Winograd ve \u00d6tesi<\/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-4e559bb elementor-widget elementor-widget-heading\" data-id=\"4e559bb\" 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\">\u00dcretici yapay zeka veri analizinde nas\u0131l kullan\u0131l\u0131yor?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0f6e75 elementor-widget elementor-widget-text-editor\" data-id=\"a0f6e75\" 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\"><ul><li><strong>Kurumsal i\u015f zekas\u0131:<\/strong>\u00a0\u00dcretken yapay zeka modelleri, t\u00fcm\u00fc kuralc\u0131 analiti\u011fi ve gelecekteki eylemleri bilgilendiren tan\u0131mlay\u0131c\u0131, tan\u0131lay\u0131c\u0131 ve tahmine dayal\u0131 i\u00e7g\u00f6r\u00fcler elde etmek i\u00e7in daha kapsaml\u0131 bir \u015fekilde kullan\u0131l\u0131r.<\/li><li><strong>Pazarlama, sat\u0131\u015f ve m\u00fc\u015fteri deneyimi analiti\u011fi:<\/strong> \u00dcretken yapay zeka, \u00f6zellikle m\u00fc\u015fteri ki\u015filikleri ve profilleri s\u00f6z konusu oldu\u011funda geli\u015fmi\u015f analitik geli\u015ftirmeyi kolayla\u015ft\u0131r\u0131yor. YZ ara\u00e7lar\u0131, pazarlama ve sat\u0131\u015f platformlar\u0131n\u0131n m\u00fc\u015fteri etkile\u015fimleri aras\u0131nda derinlemesine duyarl\u0131l\u0131k analizi yapma yeteneklerini de geli\u015ftirmi\u015ftir.<\/li><li><strong>Jeo-uzamsal analitik:<\/strong>\u00a0Jeo-uzamsal analiz ara\u00e7lar\u0131nda ve co\u011frafi bilgi sistemi (CBS) teknolojisinde, \u00fcretken yapay zeka, uzamsal kal\u0131plar\u0131 daha iyi a\u00e7\u0131klamaya, co\u011frafi veri alg\u0131laman\u0131n h\u0131z\u0131n\u0131 ve kapasitesini art\u0131rmaya ve uzamsal verileri daha ayr\u0131nt\u0131l\u0131 bir d\u00fczeyde ay\u0131klamaya yard\u0131mc\u0131 oluyor.<\/li><li><strong>Sentetik veri \u00fcretimi ve test verisi \u00fcretimi:<\/strong>\u00a0\u00d6zellikle birinci taraf ve ki\u015fisel veri kullan\u0131m\u0131n\u0131n k\u0131s\u0131tland\u0131\u011f\u0131 sekt\u00f6rlerde, sentetik veri ikizleri olu\u015fturmak veya uyumlu veri analizi i\u00e7in verileri test etmek i\u00e7in \u00fcretken yapay zeka ara\u00e7lar\u0131 kullan\u0131labilir.<\/li><li><strong>G\u00f6m\u00fcl\u00fc ofis paketi ve kurumsal yaz\u0131l\u0131m zekas\u0131:<\/strong>\u00a0\u00dcretken yapay zeka yard\u0131mc\u0131lar\u0131, veri k\u00fcmelerinin uygulama i\u00e7i do\u011fal dil a\u00e7\u0131klamalar\u0131n\u0131 ve veri g\u00f6rselle\u015ftirmeleri olu\u015fturma deste\u011fini sa\u011flamak i\u00e7in Google Workspace, Microsoft 365 ve Power BI gibi ara\u00e7lara ekleniyor.<\/li><\/ul><\/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-4b07314 elementor-widget elementor-widget-heading\" data-id=\"4b07314\" 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\">Veri Analiti\u011fi i\u00e7in \u00dcretken Yapay Zekan\u0131n Avantajlar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1418e5 elementor-widget elementor-widget-text-editor\" data-id=\"c1418e5\" 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<p>\u00dcretken YZ&#8217;n\u0131n orijinal veriler \u00fcretme ve mevcut verileri minimum insan m\u00fcdahalesiyle anlamland\u0131rma yetene\u011fi, onu veri analizi i\u00e7in m\u00fckemmel bir destekleyici kaynak haline getirir. Bunlar, \u00fcretici yapay zekan\u0131n \u015fu anda veri analizi s\u00fcre\u00e7lerine ve sonu\u00e7lar\u0131na fayda sa\u011flamas\u0131n\u0131n sadece birka\u00e7 yoludur:<\/p><ul><li>\u00dcretici modeller, veri giri\u015flerinin ba\u011flamsal bir anlay\u0131\u015f\u0131n\u0131 geli\u015ftirir ve veri \u00e7\u0131kt\u0131lar\u0131 i\u00e7in ba\u011flamsalla\u015ft\u0131r\u0131lm\u0131\u015f a\u00e7\u0131klamalar \u00fcretir.<\/li><li>Kullan\u0131c\u0131lar do\u011fal dil sorgulamalar\u0131 yapabilir ve do\u011fal dil a\u00e7\u0131klamalar\u0131 ile sonu\u00e7 \u00fcretebilirler.<\/li><li>\u00d6zellikle \u00e7ok modlu \u00fcretici modeller, olas\u0131 girdi veri se\u00e7eneklerini ve analitik sonu\u00e7 \u00e7\u0131kt\u0131lar\u0131n\u0131 geni\u015fleten yap\u0131land\u0131r\u0131lmam\u0131\u015f verilerle uyumludur.<\/li><li><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">B\u00fcy\u00fck dil modelleri<\/a>, uygun \u00f6l\u00e7ekte otomasyonu ve ger\u00e7ek zamanl\u0131 analiz \u00f6zelliklerini destekler.<\/li><li>\u00dcretici modeller, bir insan analisti veya ba\u015fka bir veri analizi arac\u0131 taraf\u0131ndan g\u00f6r\u00fclemeyen b\u00fcy\u00fck veri k\u00fcmelerindeki veri desenlerini, korelasyonlar\u0131 ve ili\u015fkileri tan\u0131r.<\/li><li>Baz\u0131 \u00fcretken yapay zeka ara\u00e7lar\u0131, yasal d\u00fczenlemelere tabi sekt\u00f6rlerde daha g\u00fcvenli, uyumlu veri analizi uygulamalar\u0131 i\u00e7in do\u011fru sentetik veri ikizleri olu\u015fturur.<\/li><\/ul>\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-6f3827c elementor-widget elementor-widget-image\" data-id=\"6f3827c\" 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 loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"436\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023-te-7-Derin-Ogrenme-Araci.webp\" class=\"attachment-large size-large wp-image-5110\" alt=\"2023&#039;te 7 Derin \u00d6\u011frenme Arac\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023-te-7-Derin-Ogrenme-Araci.webp 900w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023-te-7-Derin-Ogrenme-Araci-300x155.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023-te-7-Derin-Ogrenme-Araci-768x397.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023-te-7-Derin-Ogrenme-Araci-18x9.webp 18w\" 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\">2023'te 7 Derin \u00d6\u011frenme Arac\u0131\n2023'te 7 Derin \u00d6\u011frenme Arac\u0131<\/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-93fa8a4 elementor-widget elementor-widget-heading\" data-id=\"93fa8a4\" 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\">Veri Analiti\u011finde \u0130zlenecek En \u0130yi \u00dcretken YZ \u00c7\u00f6z\u00fcmleri\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9bfee7 elementor-widget elementor-widget-text-editor\" data-id=\"d9bfee7\" 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>Bir\u00e7ok \u00fcretken yapay zeka sat\u0131c\u0131s\u0131, veri analizi i\u00e7in kullan\u0131labilecek temel modeller ve ince ayarl\u0131 modeller geli\u015ftirmi\u015ftir. Sekt\u00f6r\u00fcn\u00fcze ve \u00f6zel kullan\u0131m durumunuza ba\u011fl\u0131 olarak, a\u015fa\u011f\u0131daki \u00fcretken YZ \u00e7\u00f6z\u00fcmlerinden biri uygun olabilir:<\/p><ul><li><strong><a href=\"https:\/\/www.eweek.com\/artificial-intelligence\/gpt-4-vs-chatgpt\/\" target=\"_blank\" rel=\"noopener\">ChatGPT ve GPT-4<\/a>:<\/strong>\u00a0Kullan\u0131c\u0131lar do\u011frudan ChatGPT&#8217;de \u00e7e\u015fitli veri analizi g\u00f6revleri ger\u00e7ekle\u015ftirebilir, ancak bu modelleri i\u015f ba\u011flamlar\u0131na uyacak \u015fekilde g\u00f6mme ve ince ayar yapma se\u00e7ene\u011fine de sahiptirler. Bir\u00e7ok veri analizi sat\u0131c\u0131s\u0131, Tableau ve Qlik dahil olmak \u00fczere mevcut ara\u00e7lar\u0131na OpenAI i\u015flevselli\u011fine sahiptir veya bunlar\u0131 olu\u015fturmaktad\u0131r.<\/li><li><strong><a href=\"https:\/\/cohere.com\/\" target=\"_blank\" rel=\"noopener\">Cohere:<\/a><\/strong>\u00a0Hangi Cohere \u00fcr\u00fcn\u00fcn\u00fc se\u00e7ti\u011finize ba\u011fl\u0131 olarak, sosyal medyadaki m\u00fc\u015fteri duyarl\u0131l\u0131\u011f\u0131n\u0131 analiz edebilir ve g\u00f6nderileri inceleyebilir, belirli sorular sorabilir ve bir belge hakk\u0131nda bilgi toplayabilir veya kendi metin analizi uygulaman\u0131z\u0131 olu\u015fturabilirsiniz.<\/li><li><strong><a href=\"https:\/\/www.anthropic.com\/\" target=\"_blank\" rel=\"noopener\">Antropolojik<\/a>:<\/strong>\u00a0Anthropic&#8217;in Claude chatbot&#8217;u, metin analizine konu\u015fma yakla\u015f\u0131m\u0131 i\u00e7in en iyisidir. Anthropic web sitesine g\u00f6re, Claude yakla\u015f\u0131k 100.000 jeton veya 70.000 kelimeden olu\u015fan bir ba\u011flam penceresine sahiptir ve bu da ona \u00f6nemli hat\u0131rlama yetenekleri kazand\u0131r\u0131r.<\/li><li><strong><a href=\"https:\/\/github.com\/features\/copilot\" target=\"_blank\" rel=\"noopener\">Yard\u0131mc\u0131 pilot<\/a>:<\/strong>\u00a0Copilot, Microsoft 365 paketi ve Microsoft Power BI dahil olmak \u00fczere \u00e7e\u015fitli Microsoft \u00fcr\u00fcnlerine kat\u0131\u015ft\u0131r\u0131lm\u0131\u015f, Microsoft&#8217;un \u00fcretken bir yapay zeka yard\u0131mc\u0131s\u0131d\u0131r. Excel ve Power BI&#8217;da kullan\u0131c\u0131lar, veri e\u011filimlerini analiz etme ve veri g\u00f6rselle\u015ftirmelerini bir araya getirme konusunda yapay zekadan rehberli destek al\u0131r.<\/li><li><strong><a href=\"https:\/\/www.synthetaic.com\/\" target=\"_blank\" rel=\"noopener\">Sentetik RAIC<\/a>:<\/strong>\u00a0Bu ara\u00e7, jeo-uzamsal analiz yapmak i\u00e7in \u00fcretken yapay zeka yeteneklerine dayan\u0131r; drone g\u00f6r\u00fcnt\u00fcleri ve uydu g\u00f6r\u00fcnt\u00fcleri de dahil olmak \u00fczere yap\u0131land\u0131r\u0131lmam\u0131\u015f verilerden i\u00e7g\u00f6r\u00fcler elde edebilir.<\/li><li><strong><a href=\"https:\/\/www.syntho.ai\/\" target=\"_blank\" rel=\"noopener\">Syntho<\/a>:<\/strong>\u00a0Syntho Engine, \u00fcr\u00fcn demolar\u0131ndan daha uyumlu veri analizlerine kadar her \u015fey i\u00e7in sentetik veri ikizleri \u00fcreten bir \u00fcr\u00fcnd\u00fcr. M\u00fc\u015fteri taban\u0131 \u00e7o\u011funlukla sa\u011fl\u0131k, e\u011fitim, altyap\u0131 ve geli\u015fmi\u015f veri analizi uygulamalar\u0131n\u0131 yasal uyumluluk gereksinimleriyle dengelemesi gereken di\u011fer kamu kurulu\u015flar\u0131ndan olu\u015fmaktad\u0131r.<\/li><\/ul><\/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-3e953ce elementor-widget elementor-widget-heading\" data-id=\"3e953ce\" 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\">\u00dcretimsel yapay zeka taraf\u0131ndan desteklenen veri analiti\u011fi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b98cb0b elementor-widget elementor-widget-text-editor\" data-id=\"b98cb0b\" 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>\u00dcretken yapay zeka, veri analizi d\u00fcnyas\u0131nda y\u00fckseli\u015fe ge\u00e7iyor ve kullan\u0131c\u0131lara yapay zeka yard\u0131m\u0131 ile veri analizi sonu\u00e7lar\u0131n\u0131 demokratikle\u015ftirme, otomatikle\u015ftirme ve iyile\u015ftirme \u015fans\u0131 veriyor. Bir\u00e7ok pop\u00fcler model art\u0131k kurumsal veri analizi ortamlar\u0131na g\u00f6m\u00fclebilir veya bunlar i\u00e7in ince ayar yap\u0131labilir ve giderek artan say\u0131da \u00fcretken yapay zeka startup&#8217;\u0131, belirli end\u00fcstri kullan\u0131m durumlar\u0131 i\u00e7in amaca y\u00f6nelik analiz \u00e7\u00f6z\u00fcmleri olu\u015fturmaktad\u0131r.<\/p><p>Bu \u00fcretken YZ alan\u0131n\u0131n, a\u00e7\u0131k kurumsal alaka d\u00fczeyi nedeniyle \u00e7o\u011fundan daha h\u0131zl\u0131 b\u00fcy\u00fcmesini bekliyoruz. Bununla birlikte, bu h\u0131zl\u0131 benimsemeye etik kullan\u0131m y\u00f6nergeleri ve kas\u0131tl\u0131 karar verme e\u015flik etmezse ciddi sonu\u00e7lar do\u011furabilir. G\u00fcvenlik, m\u00fc\u015fteri gizlili\u011fi veya etiklikten \u00f6d\u00fcn vermeden verilerinizden en iyi \u015fekilde yararlanmak i\u00e7in, kurulu\u015funuz ve sekt\u00f6r\u00fcn\u00fcz i\u00e7in anlaml\u0131 olan \u00fcretken yapay zeka kullan\u0131m\u0131na y\u00f6nelik en iyi uygulamalar\u0131 belirlemek ve bunlara uymak \u00f6nemlidir.<\/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-533ff7f elementor-widget elementor-widget-heading\" data-id=\"533ff7f\" 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\">Sonu\u00e7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d81cfda elementor-widget elementor-widget-text-editor\" data-id=\"d81cfda\" 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>Sonu\u00e7 olarak, \u00fcretken yapay zeka ve veri analiti\u011fi, g\u00fcn\u00fcm\u00fcz\u00fcn h\u0131zla de\u011fi\u015fen ve karma\u015f\u0131k i\u015f d\u00fcnyas\u0131nda \u00f6nemli bir rol oynamaktad\u0131r. Bu teknolojiler, i\u015fletmelerin verilerini daha iyi anlamalar\u0131na, daha iyi kararlar almalar\u0131na ve s\u00fcre\u00e7lerini daha verimli hale getirmelerine yard\u0131mc\u0131 olmaktad\u0131r. Verilerin de\u011ferli bilgilere d\u00f6n\u00fc\u015fmesi, gelecekte rekabet avantaj\u0131 elde etmek isteyen organizasyonlar i\u00e7in kritik bir fakt\u00f6r olacakt\u0131r.<\/p><p>Ancak, bu teknolojilerin etkili bir \u015fekilde uygulanmas\u0131, do\u011fru veri y\u00f6netimi, g\u00fc\u00e7l\u00fc algoritmalar ve insan odakl\u0131 bir yakla\u015f\u0131m gerektirir. Gelecekte, \u00fcretken yapay zeka ve veri analiti\u011finin daha da sofistike hale gelerek i\u015f d\u00fcnyas\u0131n\u0131 d\u00f6n\u00fc\u015ft\u00fcrmeye devam etmesi beklenmektedir. Bu y\u00fczden, i\u015fletmelerin bu alanlardaki geli\u015fmeleri yak\u0131ndan takip etmeye ve uyum sa\u011flamaya devam etmeleri b\u00fcy\u00fck \u00f6nem ta\u015f\u0131maktad\u0131r.<\/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-abdf5fe elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"abdf5fe\" 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-82c7c15\" data-id=\"82c7c15\" 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-95e0b17 elementor-widget elementor-widget-image\" data-id=\"95e0b17\" 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 loading=\"lazy\" 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-6da282f elementor-widget elementor-widget-heading\" data-id=\"6da282f\" 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\/\">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-da28b04 elementor-widget elementor-widget-heading\" data-id=\"da28b04\" 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-1771694 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"1771694\" 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-f3a3467\" data-id=\"f3a3467\" 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-e67c960 elementor-widget elementor-widget-heading\" data-id=\"e67c960\" 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-a703116 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"a703116\" 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\r\n\t\t\r\n\r\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"5200\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\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>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\r\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\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>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\r\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\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>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\r\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\r\n\t\t\r\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>\u00dcretken Yapay Zeka ve Veri Analiti\u011fi: En \u0130yi Uygulamalar Veri analizini geli\u015ftirmek i\u00e7in \u00fcretken yapay zekay\u0131 kullan\u0131rken, en iyi uygulamalar\u0131 belirlemek ve bunlara uymak \u00f6nemlidir.&hellip;<\/p>","protected":false},"author":1,"featured_media":5201,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[95,17],"class_list":["post-5200","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-veri-analitigi","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5200","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=5200"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5200\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5201"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}