{"id":3200,"date":"2024-04-16T11:04:30","date_gmt":"2024-04-16T08:04:30","guid":{"rendered":"https:\/\/mavvo.com.tr\/blog\/?p=3200"},"modified":"2024-12-27T13:51:13","modified_gmt":"2024-12-27T10:51:13","slug":"yapay-zeka-nedir-ai-hakkinda-bilmeniz-gereken-12-sey","status":"publish","type":"post","link":"https:\/\/mavvo.com.tr\/blog\/yapay-zeka-nedir-ai-hakkinda-bilmeniz-gereken-12-sey\/","title":{"rendered":"Yapay Zeka Nedir: AI Hakk\u0131nda Bilmeniz Gereken 12 \u015eey"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Herkes ondan bahsediyor! Ama <\/span><b>yapay zeka nedir<\/b><span style=\"font-weight: 400;\"> sorusuyla kar\u015f\u0131la\u015ft\u0131\u011f\u0131nda bir\u00e7ok ki\u015fi tam olarak yan\u0131t veremiyor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka kavram\u0131 ve <\/span><b>yapay zeka ara\u00e7lar\u0131<\/b><span style=\"font-weight: 400;\">n\u0131n nas\u0131l kullan\u0131ld\u0131\u011f\u0131 bir\u00e7ok insan i\u00e7in merak konusu. \u0130lgi \u00e7ekici ve heyecan verici bu kavram e\u011fitim, sanat, ekonomi gibi bir\u00e7ok alan\u0131 \u00e7oktan etkilemeye ba\u015flad\u0131.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu yaz\u0131da \u201c<\/span><b>Yapay zeka nedir?<\/b><span style=\"font-weight: 400;\">\u201d sorusunun yan\u0131t\u0131n\u0131 ar\u0131yoruz. AI ile ilgili bilmeniz gereken 12 \u015feyi \u00f6\u011frenmeye haz\u0131r m\u0131s\u0131n\u0131z?<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone wp-image-3737 size-full\" src=\"https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/Yapay-Zekanin-Gelecegi.png\" alt=\"\" width=\"1280\" height=\"720\" title=\"\" srcset=\"https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/Yapay-Zekanin-Gelecegi.png 1280w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/Yapay-Zekanin-Gelecegi-300x169.png 300w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/Yapay-Zekanin-Gelecegi-1024x576.png 1024w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/Yapay-Zekanin-Gelecegi-768x432.png 768w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/Yapay-Zekanin-Gelecegi-450x253.png 450w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/Yapay-Zekanin-Gelecegi-780x439.png 780w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">Yapay zeka nedir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Yapay zeka, bir m\u00fchendislik kavram\u0131 olsa da hepimizin hayat\u0131nca \u00f6nemli bir yer tutmaya ba\u015flad\u0131. Bunun nedeni, kolay bir aray\u00fczle \u00e7ok say\u0131da yapay zeka tabanl\u0131 arac\u0131n kullan\u0131ma sunulmas\u0131.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka nedir k\u0131saca s\u00f6ylemiz gerekirse \u015f\u00f6yle tan\u0131mlayabiliriz: Bilgisayar sistemlerine insan benzeri zeka yetenekleri kazand\u0131rmay\u0131 ama\u00e7layan bir m\u00fchendislik alan\u0131.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu teknoloji sayesinde bilgisayarlar, insan zekas\u0131n\u0131 taklit ederek alg\u0131lama, \u00f6\u011frenme, \u00e7\u00f6z\u00fcmleme, karar verme ve problem \u00e7\u00f6zme gibi g\u00f6revleri yerine getirebiliyor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zekaya daha teknik a\u00e7\u0131dan bakarsak <\/span><b>yapay zeka hakk\u0131nda bilgiler<\/b><span style=\"font-weight: 400;\"> aras\u0131nda \u015funlardan bahsetmemiz gerekir. Bu kavramlar asl\u0131nda <\/span><b>yapay zeka nas\u0131l \u00e7al\u0131\u015f\u0131r <\/b><span style=\"font-weight: 400;\">sorusuna da cevap vermemize yard\u0131mc\u0131 oluyor.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">1. Makine \u00d6\u011frenimi (Machine Learning)<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Son y\u0131llarda s\u00fcrekli duydu\u011fumuz verinin \u00f6nemi i\u015fte buradan kaynaklan\u0131yor. \u00c7\u00fcnk\u00fc yapay zeka, makine \u00f6\u011frenimi sayesinde bilgisayarlar\u0131n verilerden \u00f6\u011frenerek kendilerini geli\u015ftirmesini sa\u011fl\u0131yor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u00f6ylece, istatistiksel teknikler, olas\u0131 sonu\u00e7lar\u0131 tahmin etmek ve veri analizi gibi g\u00f6revleri ger\u00e7ekle\u015ftirmek m\u00fcmk\u00fcn oluyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Makine \u00f6\u011frenimi dedi\u011fimiz \u015fey sayesinde internette b\u0131rakt\u0131\u011f\u0131m\u0131z ayak izlerini takip eden bilgisayarlar, kelimenin tam anlam\u0131yla her birimizi taklit ediyor.&nbsp;<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">2. Derin \u00d6\u011frenme (Deep Learning)<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Bu zekan\u0131n, beyindeki n\u00f6ronlar sayesinde olu\u015fturdu\u011fu a\u011f\u0131 taklit eden bir yap\u0131 ve asl\u0131nda makine \u00f6\u011freniminin bir alt dal\u0131.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay sinir a\u011flar\u0131 gibi karma\u015f\u0131k model yap\u0131lar\u0131n\u0131 kullanarak b\u00fcy\u00fck veri setlerinden \u00f6\u011frenmeyi ger\u00e7ekle\u015ftiriyor. Derin \u00f6\u011frenme, \u00f6zellikle g\u00f6r\u00fcnt\u00fc ve ses tan\u0131ma gibi alanlarda kar\u015f\u0131m\u0131za \u00e7\u0131k\u0131yor.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">3. Do\u011fal Dil \u0130\u015fleme (Natural Language Processing, NLP)<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Biz bilgisayarlarla ayn\u0131 dili kullanm\u0131yoruz. Yine de bizi bizden iyi anlay\u0131p analiz edebilmesini sa\u011flayan \u015fey i\u015fte bu do\u011fal dil i\u015fleme s\u00fcreci.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Metin analizi, metin sentezleme, dil \u00e7evirisi gibi uygulamalar\u0131 m\u00fcmk\u00fcn k\u0131lan da bu. Evet, Google Translate, <\/span><b>ChatGPT<\/b><span style=\"font-weight: 400;\"> gibi herkesin kulland\u0131\u011f\u0131 uygulamalardan bahsediyoruz.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">NLP olduk\u00e7a pop\u00fcler bir konu ve <\/span><b>NLP e\u011fitimi<\/b><span style=\"font-weight: 400;\"> bir\u00e7ok ki\u015finin ilgilendi\u011fi bir alan. Bu \u00e7ok makul bir merak. \u00c7\u00fcnk\u00fc pek \u00e7ok yapay zeka tabanl\u0131 arac\u0131 yapmak i\u00e7in NLP bilgisi gerekti\u011finden, bu alanda \u00e7ok say\u0131da \u00e7al\u0131\u015fana ihtiya\u00e7 var.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">4. Bilgi Tabanl\u0131 Sistemler (Knowledge-Based Systems)<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Bilgi Tabanl\u0131 Sistemler, belirli bir alandaki <a href=\"https:\/\/mavvo.com.tr\/blog\/erp-danismanligi-nedir\/\" data-internallinksmanager029f6b8e52c=\"32\" title=\"ERP Dan\u0131\u015fmanl\u0131\u011f\u0131 Nedir?\">uzman<\/a> bilgisinden yararlanarak sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in mant\u0131ksal kurallar\u0131 ve bilgi tabanlar\u0131n\u0131 kullan\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu sayede yapay zeka ara\u00e7lar\u0131, belli alanlara \u00f6zg\u00fc \u00e7\u00f6z\u00fcmler \u00fcretebilir ve spesifik konularda kendini geli\u015ftirebilir.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Yapay Zeka Hakk\u0131nda Bilmeniz Gereken 12 Detay<\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-3204 size-full\" src=\"https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1.jpg\" alt=\"robotik-teknoloji\" width=\"2560\" height=\"1707\" title=\"\" srcset=\"https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1.jpg 2560w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1-300x200.jpg 300w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1-1024x683.jpg 1024w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1-768x512.jpg 768w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1-1536x1024.jpg 1536w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1-2048x1366.jpg 2048w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1-450x300.jpg 450w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1-780x520.jpg 780w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/robotik-teknoloji-scaled-1-1600x1067.jpg 1600w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zekan\u0131n ne oldu\u011funu \u00f6\u011frendi\u011fimize g\u00f6re onunla ilgili baz\u0131 \u00f6nemli detaylardan da bahsedelim. A\u015fa\u011f\u0131da mesle\u011finiz ve ilgi alanlar\u0131n\u0131z ne olursa olsun, bilmenizde fayda olan <\/span><b>yapay zeka hakk\u0131nda bilgi<\/b><span style=\"font-weight: 400;\">leri g\u00f6rebilirsiniz<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">1. Yapay zekan\u0131n do\u011fu\u015fu yeni de\u011fil<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u00d6zellikle birka\u00e7 y\u0131ld\u0131r daha b\u00fcy\u00fck kitleler taraf\u0131ndan konu\u015fulan ve s\u0131kl\u0131kla da tart\u0131\u015f\u0131lan yapay zeka asl\u0131nda \u00e7ok uzun zamand\u0131r bir\u00e7ok alanda kullan\u0131l\u0131yor. Google s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7 geli\u015ftirmeye ba\u015flad\u0131\u011f\u0131nda y\u0131l 2009\u2019du.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Daha geriye gidelim, 1997 y\u0131l\u0131na d\u00fcnya satran\u00e7 \u015fampiyonlar\u0131ndan biri, bilgisayar satran\u00e7 oyun programlar\u0131ndan olan Deep Blue\u2019ya yenildi.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ancak yapay zeka i\u00e7in bu tarihleri ba\u015flang\u0131\u00e7 olarak kabul etmek m\u00fcmk\u00fcn de\u011fil. Yapay zeka kavram\u0131n\u0131n ilk kez 1957 y\u0131l\u0131nda bir konferansta ortaya \u00e7\u0131kt\u0131\u011f\u0131 <\/span><a href=\"https:\/\/devnot.com\/2020\/yapay-zeka-gelistirme-rehberi\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">iddias\u0131<\/span><\/a><span style=\"font-weight: 400;\"> olduk\u00e7a g\u00fc\u00e7l\u00fc.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Baz\u0131 yorumlara g\u00f6re ise yapay zeka 1943 y\u0131l\u0131ndan beri <\/span><a href=\"https:\/\/turkiye.ai\/kaynaklar\/yapay-zeka-zaman-cizelgesi\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">geli\u015fiyor<\/span><\/a><span style=\"font-weight: 400;\">. Hem d\u00fcnya ve insan tarihini hem de <\/span><a href=\"https:\/\/mavvo.com.tr\/blog\/dijital-donusum-nedir\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">dijital d\u00f6n\u00fc\u015f\u00fcm<\/span><\/a><span style=\"font-weight: 400;\"> s\u00fcrecini derinden etkileyen AI, g\u00fcn\u00fcm\u00fczde yoluna devam ediyor.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">2. Geni\u015f bir kapasiteye sahip<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0130nsanlar olduk\u00e7a zeki ve insan zekas\u0131n\u0131n gizemlerini ke\u015ffetme s\u00fcreci devam ediyor. Bununla birlikte, bili\u015fim <a href=\"https:\/\/mavvo.com.tr\/blog\/erp-danismanligi-nedir\/\" data-internallinksmanager029f6b8e52c=\"32\" title=\"ERP Dan\u0131\u015fmanl\u0131\u011f\u0131 Nedir?\">uzman<\/a>lar\u0131n\u0131n iddias\u0131na g\u00f6re yapay zekan\u0131n hesaplama g\u00fcc\u00fc, 2025 y\u0131l\u0131ndan sonra 10 katrilyona ula\u015fabilir.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ayr\u0131ca 2030 y\u0131l\u0131nda 1000 dolarl\u0131k bir bilgisayar\u0131n bellek kapasitesinin 1000 insan\u0131n belle\u011fine e\u015fit olaca\u011f\u0131 <\/span><a href=\"https:\/\/tr.wikipedia.org\/wiki\/Yapay_zek%C3%A2\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">tahmin ediliyor<\/span><\/a><span style=\"font-weight: 400;\">. Tabii ki zeka kavram\u0131n\u0131 yaln\u0131zca hesaplama g\u00fcc\u00fcyle tan\u0131mlamak m\u00fcmk\u00fcn de\u011fil ancak yapay zeka potansiyelinin e\u015fsiz oldu\u011fu kesin.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Di\u011fer yandan, insanlar i\u00e7in kullan\u0131\u015fl\u0131 asistanlar olan yapay zeka ara\u00e7lar\u0131n\u0131n e\u011fitilmesi i\u00e7in veri gerekiyor. Yapay zeka e\u011fitim s\u00fcrecini besleyen makine \u00f6\u011frenmesi ve derin \u00f6\u011frenme kavramlar\u0131 ise olduk\u00e7a karma\u015f\u0131k konular.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka \u201cdenetimli, denetimsiz ve peki\u015ftirmeli \u00f6\u011frenme\u201d olmak \u00fczere \u00fc\u00e7 ayr\u0131 y\u00f6ntemle e\u011fitiliyor.&nbsp;<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">3. Sa\u011fl\u0131k teknolojilerinde \u00f6nc\u00fc<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0130la\u00e7 geli\u015ftirme, bireyselle\u015fmi\u015f tedavi planlar\u0131 haz\u0131rlama gibi bir\u00e7ok sa\u011fl\u0131k \u00e7\u00f6z\u00fcm\u00fcnde yapay zekadan faydalanmak m\u00fcmk\u00fcn. \u00d6rne\u011fin, Nottingham \u00dcniversitesindeki ara\u015ft\u0131rmac\u0131lar, 2017 y\u0131l\u0131na bir yapay zeka sistemi tasarlad\u0131.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu sistem, 10 y\u0131l i\u00e7inde kalp krizi ge\u00e7irme ihtimali olan hastalar\u0131 bularak doktorlara \u00f6nleme \u00e7al\u0131\u015fmalar\u0131 a\u00e7\u0131s\u0131ndan yard\u0131mc\u0131 olabiliyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">G\u00fcn\u00fcm\u00fczde <\/span><a href=\"https:\/\/www.foundationmedicine.com\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Foundation Medicine<\/span><\/a><span style=\"font-weight: 400;\"> adl\u0131 firma, kanser hastalar\u0131n\u0131n genetiklerine odaklanan bir yapay zeka sisteminden yararlan\u0131yor. Bu sistem, hastalar\u0131n verilerini analiz ediliyor ve bireyselle\u015ftirilmi\u015f tedavi planlar\u0131 olu\u015fturuyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bir\u00e7ok g\u00f6r\u00fcnt\u00fcleme tekni\u011finin (\u00d6rne\u011fin MRG, r\u00f6ntgen, bilgisayarl\u0131 tomografi vb.) analizini yapabilen yapay zeka, sa\u011fl\u0131k alan\u0131nda h\u0131zl\u0131 \u00e7\u00f6z\u00fcm yollar\u0131 sunuyor. \u00dcstelik gelecekte ila\u00e7 geli\u015ftirme a\u015famas\u0131nda da yapay zeka teknolojileri kullan\u0131labilecek.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">4. Hisse senetlerinin de\u011feri art\u0131yor<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Yapay zeka alan\u0131, gelecekte de\u011fer kazanabilecek hisseleri ara\u015ft\u0131ran yat\u0131r\u0131mc\u0131lar a\u00e7\u0131s\u0131ndan olduk\u00e7a umut verici. Hisse senedi piyasas\u0131nda b\u00fcy\u00fck gelir f\u0131rsat\u0131 olarak g\u00f6r\u00fclen yapay zeka \u015firketleri, verimli \u00e7\u00f6z\u00fcmler sunmalar\u0131 a\u00e7\u0131s\u0131ndan dikkat \u00e7ekiyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka i\u015flemcisi tasarlayan ve \u00fcreten <\/span><a href=\"https:\/\/www.nvidia.com\/en-us\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">NVIDIA<\/span><\/a><span style=\"font-weight: 400;\"> adl\u0131 \u015firketin de\u011feri art\u0131\u015f g\u00f6sterdi.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka teknolojilerinde geli\u015fime \u00f6nc\u00fcl\u00fck eden Apple, Alphabet, Microsoft, Amazon, Meta, Tesla ve NVIDIA adl\u0131 \u015firketler hisse senedi takip\u00e7ileri taraf\u0131ndan \u201cMuhte\u015fem Yedili&#8221; olarak adland\u0131r\u0131l\u0131yor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6neri \u0130\u00e7erik: <\/span><a href=\"https:\/\/mavvo.com.tr\/blog\/cek-nedir-ne-ise-yarar\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u00c7ek Nedir? Ne \u0130\u015fe Yarar?<\/span><\/a><\/p>\n<h2><span style=\"font-weight: 400;\">5. Kripto para borsas\u0131nda y\u00fckseli\u015fte<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Blok zinciri piyasas\u0131nda web3 teknolojileriyle g\u00fc\u00e7 birli\u011fi kuran yapay zeka \u015firketlerinin coin\u2019leri dikkat \u00e7ekiyor. Baz\u0131 kripto para analistleri, gelecekte AI projelerine olan yat\u0131r\u0131m miktar\u0131n\u0131n artaca\u011f\u0131n\u0131 \u00f6ng\u00f6r\u00fcyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6nemli yapay zeka coinleri aras\u0131nda \u015funlar var: GRT, FET, OCEAN.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">6. Orijinal sanat eserleri \u00fcretebiliyor<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Yarat\u0131c\u0131l\u0131k kavram\u0131na meydan okuyan yapay zeka, hayal g\u00fcc\u00fcn\u00fcn s\u0131n\u0131rlar\u0131n\u0131 zorlayan, orijinal sanat eserleri \u00fcretebiliyor. Var olan sanat eserleriyle ilgili veri alan\u0131ndan beslenen yapay zeka, direktifler do\u011frultusunda ve karma\u015f\u0131k s\u00fcre\u00e7ler sonucunda olduk\u00e7a ba\u015far\u0131l\u0131 sonu\u00e7lar ortaya koyabiliyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sanat ele\u015ftirmenleri AI\u2019\u0131n duygusal derinlik ve \u00f6zg\u00fcnl\u00fckten yoksun eserler \u00fcretti\u011fini ve genelde bariz hatalar yapt\u0131\u011f\u0131n\u0131 savunsa da bir\u00e7ok insan bu yeni \u00fcretimleri yeterli, dahas\u0131 \u015fa\u015f\u0131rt\u0131c\u0131 buluyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00dcstelik yapay zeka, farkl\u0131 nedenlerle d\u00fc\u015f\u00fcncelerini sanat e<a href=\"https:\/\/mavvo.com.tr\/blog\/seri-lot-nedir\/\" data-internallinksmanager029f6b8e52c=\"38\" title=\"Seri Lot Numaras\u0131 Nedir?\">seri<\/a> h\u00e2line getiremeyen insanlara yard\u0131mc\u0131 oluyor, bu a\u00e7\u0131dan insanlara e\u015fitlik\u00e7i bir alan sa\u011fl\u0131yor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Prompt ad\u0131 verilen, yapay zeka dil modeli talimatlar\u0131, sanat e\u011fitimi olmayan insanlar\u0131n \u00fcretim yapabilmesini kolayla\u015ft\u0131r\u0131yor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00fcm bu olanaklar\u0131 g\u00f6z \u00f6n\u00fcne ald\u0131\u011f\u0131m\u0131zda yapay zekan\u0131n yarat\u0131c\u0131l\u0131\u011f\u0131n s\u0131n\u0131rs\u0131z olanaklar\u0131n\u0131 zorlad\u0131\u011f\u0131n\u0131, bizi sanat kavram\u0131n\u0131 tekrar d\u00fc\u015f\u00fcnmeye sevk etti\u011fini s\u00f6yleyebiliriz.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">7. Yapay zeka destekli otomobiller hayat\u0131 kolayla\u015ft\u0131r\u0131yor<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">G\u00fcn\u00fcm\u00fczde yapay zeka (AI) otomotiv end\u00fcstrisinde insan hatalar\u0131n\u0131 azaltma amac\u0131yla kullan\u0131l\u0131yor. Yol g\u00fcvenli\u011fi a\u00e7\u0131s\u0131ndan fark yaratan bu teknoloji, yaln\u0131zca ara\u00e7 i\u00e7i sistemlerden ibaret de\u011fil.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin, \u00f6ndeki arac\u0131 fark ederek yava\u015flama, k\u00f6r noktaya yakla\u015fan bir ara\u00e7 varsa uyar\u0131 verme gibi bir\u00e7ok teknoloji yapay zekan\u0131n \u00fcr\u00fcn\u00fc. Bu gibi uygulamalar sayesinde trafikteki kaza riski ve aksamalar azal\u0131yor, s\u00fcr\u00fcc\u00fcler daha rahat bir s\u00fcr\u00fc\u015f deneyimi ya\u015f\u0131yor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Otomobil \u00fcreticileri ve teknoloji devlerinin i\u015f birli\u011fi de yapay zekan\u0131n bu sekt\u00f6rdeki geli\u015fimini h\u0131zland\u0131rd\u0131. \u00c7inli otomobil \u00fcreticisi BYD ile NVIDIA aras\u0131ndaki ortakl\u0131k sonucunda otonom ve elektrikli ara\u00e7 teknolojilerinde daha verimli sonu\u00e7lar elde edildi.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6neri \u0130\u00e7erik: <\/span><a href=\"https:\/\/mavvo.com.tr\/blog\/oto-servis-programi-nedir\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Oto Servis Program\u0131 Nedir?<\/span><\/a><\/p>\n<h2><span style=\"font-weight: 400;\">8. Tar\u0131mda verimlilik sa\u011fl\u0131yor<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">K\u00fcresel \u0131s\u0131nma ve di\u011fer bir\u00e7ok \u00e7evresel fakt\u00f6r nedeniyle s\u00fcrd\u00fcr\u00fclebilirlik ve verimlili\u011fin her \u015feyden \u00f6nemli oldu\u011fu bir \u00e7a\u011fday\u0131z. AI ise daha verimli ve \u00e7evre dostu bir tar\u0131m sekt\u00f6r\u00fc i\u00e7in olduk\u00e7a \u00f6nemli ara\u00e7lar sunuyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Seralar\u0131n otomatik olarak y\u00f6netilmesi, su israf\u0131n\u0131n \u00f6nlemesi, s\u00fcrd\u00fcr\u00fclebilir tar\u0131m uygulamalar\u0131n geli\u015ftirilmesi konular\u0131nda bir\u00e7ok yapay zeka geli\u015ftirmesinden s\u00f6z etmek m\u00fcmk\u00fcn.&nbsp;&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Drone\u2019lar (u\u00e7an g\u00f6zler) ve robotik teknoloji sayesinde ekili tarlalar h\u0131zl\u0131 bir \u015fekilde izlenebiliyor. \u00d6rne\u011fin Ecorobotix adl\u0131 ara\u00e7, yabani otlar\u0131 hedefleyerek tar\u0131mda herbisit kullan\u0131m\u0131n\u0131 azaltmay\u0131 hedefliyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu gibi AI ara\u00e7lar, tar\u0131mdaki yo\u011fun insan eme\u011finin azalmas\u0131na yard\u0131mc\u0131 oluyor, y\u00fcksek verimlilik sa\u011fl\u0131yor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ayr\u0131ca yapay zeka toprak sa\u011fl\u0131\u011f\u0131n\u0131 de\u011ferlendirme, toprak analizi gibi konularda da insanlar i\u00e7in e\u015fsiz bir asistan g\u00f6revi g\u00f6r\u00fcyor. Bir\u00e7ok bilim insan\u0131 taraf\u0131ndan yap\u0131lan ara\u015ft\u0131rmalarda yapay zekan\u0131n topraktaki azot seviyelerini analiz edebildi\u011fi de anla\u015f\u0131ld\u0131.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Geli\u015fmeye devam eden yapay zeka tar\u0131mda daha ak\u0131ll\u0131, daha s\u00fcrd\u00fcr\u00fclebilir bir gelece\u011fin yolunu a\u00e7\u0131yor.&nbsp;<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">9. Yapay zeka e\u011fitimde fark yarat\u0131yor<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Yapay zeka e\u011fitim alan\u0131nda hem \u00f6\u011fretmenler hem de \u00f6\u011frenciler taraf\u0131ndan kullan\u0131l\u0131yor. \u00d6\u011fretmenler, bir\u00e7ok yapay zeka arac\u0131 yard\u0131m\u0131yla s\u0131n\u0131f y\u00f6netimi, ders plan\u0131 haz\u0131rlama gibi konularda destek alabiliyor. Ayr\u0131ca yapay zeka ara\u00e7lar\u0131, e\u011fitimcilere k\u0131lavuz olarak \u00e7e\u015fitli \u00f6\u011fretim modelleri \u00f6nerebiliyor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6\u011frencilerin bireysel ihtiya\u00e7lar\u0131n\u0131 analiz etmeye ve onlara \u00f6zel aktiviteler, \u00f6devler haz\u0131rlamaya yard\u0131mc\u0131 olan yapay zeka ara\u00e7lar\u0131n\u0131n \u00f6zel gereksinimli \u00f6\u011frencilere sesli okuma gibi bir\u00e7ok olanak sundu\u011funu da eklemek gerek.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6zellikle sesli komut \u00f6zelliklerini kullanan <\/span><a href=\"https:\/\/www.apple.com\/siri\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Siri<\/span><\/a><span style=\"font-weight: 400;\"> gibi ak\u0131ll\u0131 dijital asistanlar, bedensel engellerin a\u015f\u0131lmas\u0131n\u0131 sa\u011flayarak e\u011fitim alan\u0131nda f\u0131rsat e\u015fitli\u011fi konusunda fark yarat\u0131yor.&nbsp;<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">10. Sorulara i\u015fe yarar cevaplar verebiliyor<\/span><\/h2>\n<p><a href=\"https:\/\/chat.openai.com\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">ChatGPT<\/span><\/a><span style=\"font-weight: 400;\">, yapay zeka alan\u0131nda diyalog bazl\u0131 olarak geli\u015ftirilen, \u00f6nc\u00fc bir ara\u00e7. G\u00fcn\u00fcm\u00fczde Google\u2019\u0131n en b\u00fcy\u00fck rakibi olarak g\u00f6r\u00fcl\u00fcyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Basit kullan\u0131m\u0131 ve pratik aray\u00fcz\u00fc sayesinde ChatGPT insanlar\u0131n merak etti\u011fi bir\u00e7ok soruya cevap \u00fcretebiliyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Google AI taraf\u0131ndan \u00fcretilen <\/span><a href=\"https:\/\/blog.google\/technology\/ai\/try-bard\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Google BARD<\/span><\/a><span style=\"font-weight: 400;\"> ve Microsoft Bing taraf\u0131ndan geli\u015ftirilen <\/span><a href=\"https:\/\/www.microsoft.com\/en-us\/edge\/features\/bing-chat?form=MA13FJ&amp;ch=1\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">BingCHAT<\/span><\/a><span style=\"font-weight: 400;\"> ise sorulara cevap veren benzer uygulamalardan baz\u0131lar\u0131.<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-3203 size-full\" src=\"https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1.jpg\" alt=\"yapay-zeka-chatgpt\" width=\"2560\" height=\"1853\" title=\"\" srcset=\"https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1.jpg 2560w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1-300x217.jpg 300w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1-1024x741.jpg 1024w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1-768x556.jpg 768w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1-1536x1112.jpg 1536w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1-2048x1482.jpg 2048w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1-450x326.jpg 450w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1-780x565.jpg 780w, https:\/\/mavvo.com.tr\/blog\/wp-content\/uploads\/2024\/04\/yapay-zeka-chatgpt-scaled-1-1600x1158.jpg 1600w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">11. Yeni bir \u00e7a\u011f\u0131n ba\u015flang\u0131c\u0131 oldu<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u00c7ocuklar i\u00e7in yapay zeka e\u011fitimlerinin tasarland\u0131\u011f\u0131n\u0131 biliyor muydunuz? Algoritma, sistematik d\u00fc\u015f\u00fcnme, analitik d\u00fc\u015f\u00fcnme ve uygulama geli\u015ftirme gibi ba\u015fl\u0131klar i\u00e7eren <\/span><a href=\"https:\/\/www.btkakademi.gov.tr\/portal\/course\/cocuklar-icin-yapay-zeka-10657\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">yapay zeka e\u011fitimleri<\/span><\/a><span style=\"font-weight: 400;\">, yeni bir \u00e7a\u011f\u0131n ba\u015flad\u0131\u011f\u0131n\u0131n ispat\u0131 say\u0131labilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu e\u011fitimlerin yan\u0131 s\u0131ra \u00fcniversitelerde de bir\u00e7ok yeni program\u0131n a\u00e7\u0131laca\u011f\u0131 Y\u00fcksek\u00f6\u011fretim Kurumu yetkilileri taraf\u0131ndan <\/span><a href=\"https:\/\/www.yok.gov.tr\/Sayfalar\/Haberler\/2024\/yapay-zeka-dijitallesme-ve-buyuk-veri-alanlarinda-yeni-program-ve-bolumler-aciklandi.aspx\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">a\u00e7\u0131kland\u0131<\/span><\/a><span style=\"font-weight: 400;\">.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka, yeni yeteneklere ve <a href=\"https:\/\/mavvo.com.tr\/blog\/erp-danismanligi-nedir\/\" data-internallinksmanager029f6b8e52c=\"32\" title=\"ERP Dan\u0131\u015fmanl\u0131\u011f\u0131 Nedir?\">uzman<\/a>l\u0131klara ihtiya\u00e7 duyulmas\u0131n\u0131 sa\u011flad\u0131. Bir\u00e7ok insan ise asl\u0131nda yeni bir \u00e7a\u011f\u0131n ba\u015flang\u0131c\u0131nda oldu\u011fumuzu d\u00fc\u015f\u00fcn\u00fcyor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6neri \u0130\u00e7erik: <\/span><a href=\"https:\/\/mavvo.com.tr\/blog\/erp-uzmani-nedir\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">ERP Uzman\u0131 Nedir?<\/span><\/a><\/p>\n<h2><span style=\"font-weight: 400;\">12. Tehlikeli olabilir<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Yapay zekan\u0131n geli\u015fimiyle ilgili olumlu g\u00f6r\u00fc\u015fler olsa da bu ara\u00e7lar son derece k\u00f6t\u00fc niyetlerle kullan\u0131labiliyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin <\/span><a href=\"https:\/\/tr.wikipedia.org\/wiki\/Deepfake\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">deepfake<\/span><\/a><span style=\"font-weight: 400;\"> ad\u0131 verilen medya t\u00fcr\u00fc, makine \u00f6\u011frenme teknikleri yard\u0131m\u0131yla insanlar\u0131n asl\u0131nda yapmad\u0131klar\u0131 bir \u015feyi yapm\u0131\u015f gibi g\u00f6r\u00fcnmelerine neden oluyor.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ABD Federal Soru\u015fturma B\u00fcrosu (FBI) bir uyar\u0131 yay\u0131mlad\u0131 ve deepfake y\u00f6ntemini kullan\u0131p \u015fantaj yapan insanlar\u0131n son d\u00f6nemde artt\u0131\u011f\u0131n\u0131 <\/span><a href=\"https:\/\/www.technopat.net\/2023\/07\/06\/deepfake-tehlikesi-buyuyor\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">belirtti<\/span><\/a><span style=\"font-weight: 400;\">.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu nedenle ses, foto\u011fraf, video gibi payla\u015f\u0131mlar yaparken dikkatli olmak \u00f6nem ta\u015f\u0131yor. Ayr\u0131ca b\u00fcy\u00fck ihtimalle gelecekte, yapay zeka alan\u0131n\u0131n hukuki a\u00e7\u0131dan etkili \u015fekilde kontrol edilmesi gerekli olacak.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6neri \u0130\u00e7erik: <\/span><a href=\"https:\/\/mavvo.com.tr\/blog\/power-bi-nedir-power-bi-nasil-kullanilir\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Power BI Nedir? \u2013 Power BI Nas\u0131l Kullan\u0131l\u0131r?<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131m\u0131zda da alt\u0131n\u0131 \u00e7izdi\u011fimiz gibi, yapay zeka bir\u00e7ok alanda devrim yaratacak g\u00fcce sahip. \u00dcstelik h\u00e2l\u00e2 geli\u015fiyor ve sekt\u00f6rleri d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor. Alandaki geli\u015fmeleri takip etmenizi, \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z sekt\u00f6r\u00fc bu geli\u015fmeleri dikkate alarak g\u00f6zden ge\u00e7irmenizi \u00f6neriyoruz.&nbsp;<\/span><\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;3200&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;1&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;5&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0130\u00e7eri\u011fi Oyla&quot;,&quot;legend&quot;:&quot;5\\\/5 - (1 vote)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Yapay Zeka Nedir: AI Hakk\u0131nda Bilmeniz Gereken 12 \u015eey&quot;,&quot;width&quot;:&quot;142.5&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 142.5px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            5\/5 - (1 vote)    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Herkes ondan bahsediyor! Ama yapay zeka nedir sorusuyla kar\u015f\u0131la\u015ft\u0131\u011f\u0131nda bir\u00e7ok ki\u015fi tam olarak yan\u0131t veremiyor. Yapay zeka kavram\u0131 ve yapay zeka ara\u00e7lar\u0131n\u0131n nas\u0131l kullan\u0131ld\u0131\u011f\u0131 bir\u00e7ok insan i\u00e7in merak konusu. \u0130lgi \u00e7ekici ve heyecan verici bu kavram e\u011fitim, sanat, ekonomi gibi bir\u00e7ok alan\u0131 \u00e7oktan etkilemeye ba\u015flad\u0131.&nbsp; Bu yaz\u0131da \u201cYapay zeka nedir?\u201d sorusunun yan\u0131t\u0131n\u0131 ar\u0131yoruz. AI ile [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":3734,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[471,472,473],"class_list":{"0":"post-3200","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-is-dunyasi","8":"tag-makine-ogrenimi","9":"tag-yapay-zeka","10":"tag-yapay-zeka-nedir"},"mb":[],"mfb_rest_fields":["title","gutenberg_elementor_mode"],"_links":{"self":[{"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/posts\/3200","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/comments?post=3200"}],"version-history":[{"count":1,"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/posts\/3200\/revisions"}],"predecessor-version":[{"id":5128,"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/posts\/3200\/revisions\/5128"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/media\/3734"}],"wp:attachment":[{"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/media?parent=3200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/categories?post=3200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mavvo.com.tr\/blog\/wp-json\/wp\/v2\/tags?post=3200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}