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Geleceğin En İyi Meslekleri ve Kaybolacak ... İşbirliği için...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3369275/4765a201bb44d90ee5a29e2d43bd4fa3/564x318_1"},"target":"_self","position":"17","reqid":"1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=videoid:4235441970832828592","teaser":[{"list":{"type":"unordered","items":["Bu video, bir konuşmacının yapay zeka konusunu anlattığı eğitici bir içeriktir. Konuşmacı, Profesör Doktor Erdal Kayacan ile de bir video hazırladığını belirtiyor.","Video, McKinsey Global Entity'nin 2023 raporuna göre 2030 yılına gelindiğinde Amerika'da çalışanların iş faaliyetlerinin %30'unun yapay zeka ve otomasyon sistemleri tarafından yapılacağı bilgisiyle başlıyor. İçerik, yapay zekanın ne olduğunu, nasıl işlediğini açıklayarak başlıyor ve ardından yapay zekanın hangi meslekleri olumsuz etkileyeceğini, en az şekilde etkileyeceğini, geleceğin mesleklerini ve yapay zekaya rağmen yükselişte olacak alanları ele alıyor.","Videoda ayrıca rutin işlerin, otomasyonla yapılabilecek işlerin ve kadınların, Asyalı işçilerin ve üniversite mezunlarının en fazla etkileneceği belirtiliyor. Sağlık, bilim, teknoloji, mühendislik ve matematik alanlarındaki mesleklerin gelecekte yükselişe geçeceği, teknik okuryazarlık, yapay zeka ve veri bilimi becerilerinin önemi vurgulanıyor. Video, hayat boyu öğrenme ve sürekli kendini geliştirmenin önemi üzerine sonlanıyor."]},"endTime":975,"title":"Yapay Zeka ve Geleceğin Meslekleri","beginTime":0}],"fullResult":[{"index":0,"title":"Yapay Zeka ve İş Dünyası","list":{"type":"unordered","items":["McKinsey Global Entity'nin raporuna göre 2030 yılına gelindiğinde Amerika'da çalışanların yaptığı iş faaliyetlerinin %30'u yapay zeka ve otomasyon sistemleri tarafından tamamen yapılacaktır.","Düşük ücretle çalışanların işsiz kalma ihtimalleri yüksek olacak ve kadınlar erkeklerden daha fazla iş değiştirme zorunluluğu yaşayacaklardır.","Yapay zeka ile beraber sadece Amerika'da değil, birçok coğrafi bölgede mesleki değişimler ve otomasyon sistemine geçilmesi kaçınılmaz olacak."]},"beginTime":0,"endTime":69,"href":"/video/preview/4235441970832828592?parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=Azra+Tech&t=0&ask_summarization=1"},{"index":1,"title":"Yapay Zekanın İşleyiş Prensibi","list":{"type":"unordered","items":["Yapay zekanın nasıl işlediğini anlamak için önce yapay zekanın ne olduğu ve nasıl çalıştığı hakkında bilgi edinmek gerekiyor.","Yapay zeka, insan benzeri düşünme ve zeka sistemi olan makinede işleyen bir sistemdir.","Yapay zeka 1955 yılında ilk ortaya atıldığında teknolojik yeterli olmadığı için gelişmesi zaman almış, 2000'li yıllara gelindiğinde teknoloji ve bilgisayar güçlerinin artırılmasıyla araştırmalar yapılmaya başlanmıştır."]},"beginTime":69,"endTime":201,"href":"/video/preview/4235441970832828592?parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=Azra+Tech&t=69&ask_summarization=1"},{"index":2,"title":"Yapay Zekanın Çalışma Mekanizması","list":{"type":"unordered","items":["Yapay zekanın arka planda insan beyin nöronlarının nöronlar arasındaki bağlantılarla çalışan bir dil modeli bulunmaktadır.","Yapay zekaya bir resim sorulduğunda, dil modelinden sonra doğru cevabı bulana kadar yüzlerce, binlerce, milyonlarca veriyi işleyerek analiz yapar.","Yapay zekanın şu anda %40 ila %70 arasında doğruluk oranı vardır ve makine dil öğrenimi ile derin öğrenme (deep learning) sayesinde sürekli kendini geliştirmektedir."]},"beginTime":201,"endTime":423,"href":"/video/preview/4235441970832828592?parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=Azra+Tech&t=201&ask_summarization=1"},{"index":3,"title":"Yapay Zekanın Gelişimi ve Etkileri","list":{"type":"unordered","items":["Yapay zekanın kendi kendine öğrenme yetisi sürekli gelişiyor ve internet üzerindeki trilyonlarca bilgi içerisinden kendisini besliyor.","Yapay zeka artık yaratıcı bir şey ortaya koyabiliyor, müzik besteleyebiliyor, orijinal kitap yazabiliyor ve orijinal sesle müzik yapabiliyor.","Yapay zeka araçlarının insan kadar bilince ve empatiye sahip olabileceği bilgisi 2016 yılından beri mevcuttur."]},"beginTime":423,"endTime":569,"href":"/video/preview/4235441970832828592?parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=Azra+Tech&t=423&ask_summarization=1"},{"index":4,"title":"Yapay Zeka ve İnsan Benzeri Robotlar","list":{"type":"unordered","items":["İnsan bedeni et, kemik, kan ve beyin içerir ve beyin kasları ve motorik hareketleri yönetir.","Yapay zeka, insan benzeri bir beden giydirilirse ve robotun üzerine konulursa, botanik hareketleri, bilinci ve empatiyi öğretme becerisine sahip olabilir."]},"beginTime":570,"endTime":612,"href":"/video/preview/4235441970832828592?parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=Azra+Tech&t=570&ask_summarization=1"},{"index":5,"title":"Yapay Zekadan Etkilenen Meslekler","list":{"type":"unordered","items":["Rutin olarak yapılan işler ve işlerin %70'inden fazlasının otomasyonla yapılabilenler en fazla etkilenecek meslekler arasındadır.","Kasiyerler, borsacılar, bankacılar, sekreterler, şoförler, avukatlar, yazılım mühendisleri, müşteri hizmetleri, fabrikalar, kitapevleri, restoranlar, barlar, grafik dizayncılar, müzik yapımcıları ve öğretmenler yapay zekadan etkilenecek meslekler arasındadır.","Pi Research Center'ın 2023 yılı araştırmalarına göre yapay zeka ve otomasyon sistemleriyle en fazla etkilenecekler kadınlar, Asyalı işçiler ve üniversite mezunlarıdır."]},"beginTime":612,"endTime":733,"href":"/video/preview/4235441970832828592?parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=Azra+Tech&t=612&ask_summarization=1"},{"index":6,"title":"Yapay Zekaya Dirençli Meslekler","list":{"type":"unordered","items":["İnsanın yapabildiği ama makinenin yapamadığı ve makinenin yapabildiği ama insanın yapamadığı alanlar yapay zekaya karşı direnç gösterir.","Sağlık alanında (psikologlar, psikiyatriler, doktorlar, CEO'lar, yöneticiler) ve insan dokunuşu olan alanlarda yapay zeka çok fazla tesir edemeyecek.","Yapay zekaya rağmen yaratıcılığını koruyanlar, eleştirel düşünmeyi bırakmayanlar ve insanla empati yapmayı başarabilenler bu alanda yapay zekaya karşı direnç göstereceklerdir."]},"beginTime":733,"endTime":826,"href":"/video/preview/4235441970832828592?parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=Azra+Tech&t=733&ask_summarization=1"},{"index":7,"title":"Yükselişe Geçecek Meslekler","list":{"type":"unordered","items":["Global Enstitüsü'nün 2023 yılı raporuna göre yaşlanan nüfusla beraber sağlık alanında talep çok fazla olacak.","Bilim, teknoloji, mühendislik ve matematik (STEM) alanlarında yapay zeka araştırmaları ile beraber yükselişe geçecek alanlar olacaktır.","Yapay zeka mühendisliği, robotik mühendisliği, matematik, istatistik, makine mühendisliği, elektrik-elektronik mühendisliği, biyokimya, nöroloji, kimyager, fizikçi, uzay ve havacılık mühendisliği, inşaat mühendisliği alanlarında okuyanlar gelecekte işsiz kalmayacaklar."]},"beginTime":826,"endTime":900,"href":"/video/preview/4235441970832828592?parent-reqid=1774552710726157-15150514899194648477-balancer-l7leveler-kubr-yp-vla-61-BAL&text=Azra+Tech&t=826&ask_summarization=1"},{"index":8,"title":"Gelecekteki Beceriler ve Yetenekler","list":{"type":"unordered","items":["Dünya Ekonomik Forum'un 2023 raporuna göre gelecek yıllarda teknik okuryazarlık, yapay zeka ve veri bilimi, motivasyonu yüksek, esnek, çevik ve analitik düşünme yeteneğine sahip olanlar iş bulma konusunda zorluk çekmeyecekler.","Tek bir meslekle ömür boyu geçirme dönemi geride kaldı, hayat boyu öğrenme, yaratıcılığı aktive etme ve meslek değiştirme konusunda dirençli olmama dönemine girdik.","Bu çağı yakalayabilmek için teknik okuryazarlık ve yapay zeka araçlarını tanıma, verilerin nasıl işlendiğini ve analiz edildiği konusunda kendimizi geliştirmemiz 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