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Video, GitHub profillerinin iş başvurularındaki önemi hakkında bilgilerle sonlanıyor."]},"endTime":2066,"title":"Data Analist Rolü ve Kariyer Deneyimleri","beginTime":0}],"fullResult":[{"index":0,"title":"Data Analiz Rolü Hakkında Giriş","list":{"type":"unordered","items":["Data Management Türkiye kanalında yeni başlangıçlar serisinde data analiz rolü konuşulacak.","Konuklar Pelin Ay ve Ebru Yaren Çatlak, farklı sektörlerden data analist olarak çalışmakta."]},"beginTime":5,"endTime":41,"href":"/video/preview/946978027639805984?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=5&ask_summarization=1"},{"index":1,"title":"Konukların Kişisel Geçmişleri","list":{"type":"unordered","items":["Pelin Ay, Atatürk Üniversitesi Endüstri Mühendisliği mezunu olup Yeditepe Üniversitesi'nde veri bilimi alanında yüksek lisans yapıyor.","Ebru Yaren Çatlak, Çukurova Üniversitesi Bilgisayar Mühendisliği mezunu olup iki yıllık yazılım tecrübesi sonrası data alanına yöneldi.","Her iki konuk da mezun olduktan sonra farklı bir alanda çalışmak istediklerini belirtiyor."]},"beginTime":41,"endTime":122,"href":"/video/preview/946978027639805984?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=41&ask_summarization=1"},{"index":2,"title":"Data Alanına Yöneliş Motivasyonları","list":{"type":"unordered","items":["Ebru Yaren Çatlak, yazılımın kendisine uygun olmadığına karar verince data alanı ilgisini çekti ve ABSchool'un data science programı ile Hepsiburada'ya girdi.","Pelin Ay, yeni şeyler öğrenme amacıyla hafta sonu akşamları data analiziyle ilgilenmeye başladı ve AB School'da beş ay süren data science eğitimi aldı.","Her iki konuk da SQL ve Python gibi dillerin data alanında en çok kullanıldığı için bu alana ilgi duyduklarını 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fazla product ekibiyle çalışarak sürekli görmek istedikleri analizler için ETL pipeline'lar oluşturuyor ve verileri görselleştirmelerle iletiyor."]},"beginTime":650,"endTime":857,"href":"/video/preview/946978027639805984?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=650&ask_summarization=1"},{"index":6,"title":"Data Analisti İçin Kaynaklar ve Eğitim","list":{"type":"unordered","items":["İşe başlamadan önce SQL pratiklerini tamamlamak ve veri analizi konusunda kendini geliştirmek için araştırmalar yapmak önemlidir.","Medium, Hackerrank, Udemy ve Coursera gibi platformlar, Python ve SQL için pratikler, yarışmalar ve güncel bilgiler için faydalı kaynaklardır.","Kurumsal şirketlerde çalışırken karmaşık datalarla çalışmak, birden fazla takımla iletişim kurmak ve yeni teknolojilere açık olmak büyük 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Ayrıca, mikro servis dünyasında yaşanan benzer sorunlar ve organizasyonel değişim gerekliliği de konuşulan konular arasındadır."]},"endTime":1674,"title":"Data Mesh Kavramı ve Uygulamaları","beginTime":0}],"fullResult":[{"index":0,"title":"Katılımcı Tanıtımı","list":{"type":"unordered","items":["Tom Yılmaz, Trendyol Data Management ekibinden bu sohbeti koordine edecek.","Can Burak, Zalando'da ve Almanya Berlin'de Data Impa ekibinde Data Influ de departmanında bir engineer olarak çalışıyor.","Hüseyin Seven, son üç aydır Trendyol.com'da Trendyol Go (anlık alışveriş dünyası) teknik taraftarı olarak çalışıyor ve data konularıyla uzun süredir çalışmaktadır.","Aykut, yaklaşık 10-11 yıllık data alanında tecrübesi var ve son beş senesini Zalando'da geçirmiş, son 1,5 senedir de Zalando'da Data Platformda Transformation ekibinin engineering'ini 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başladı."]},"beginTime":110,"endTime":206,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=110&ask_summarization=1"},{"index":2,"title":"Data Warehouse ve Big Data Çözümlerinin Sınırları","list":{"type":"unordered","items":["Unstructured verileri merkezi bir ekiple ve merkezi bir yerde toplamak büyük bir zorluk haline geldi ve scale edilemeyecek bir organizasyon ve teknoloji yapısına büründü.","İşletmeler, ucuz işlemci ve storage teknolojilerinden faydalanarak big data ve data lake kavramlarını ortaya çıkardı, ancak organizasyonel değişiklik olmadı.","Merkezi bir ekip hala farklı kaynaklardan verinin toplanmasından sorumlu ve bunları şirket içinde merkezi bir depolama alanında depolamakla sorumlu kaldı."]},"beginTime":206,"endTime":275,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=206&ask_summarization=1"},{"index":3,"title":"Data Monolit Problemi","list":{"type":"unordered","items":["Son yıllarda operasyonel kısımda monolitlerden micro servislere geçiş gibi gelişmeler olmasına rağmen, veriyi tek bir yerde toplamaya devam ettik ve şirketin en büyük monolitini oluşturduk.","Veri warehouse veya veri lake olarak adlandırılan merkezi bir yerde veri toplandı.","Bu monolit yapının parçalara ayrılması için veri yaşam döngüsüne (ingestion, processing, serving) göre bölme denendi, ancak bu yaklaşım yazılım mimarisindeki parçalara bölme prensiplerini gözden kaçırdı."]},"beginTime":275,"endTime":406,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=275&ask_summarization=1"},{"index":4,"title":"Data Monolit Yapısının Sorunları","list":{"type":"unordered","items":["Veriyi ingestion, processing ve serving olarak böldüğümüzde, veri yaşam döngüsüne göre bölme yaklaşımı, veri parçaları arasında düşük bağlantılılık (low coupling) prensibini gözden kaçırdı.","Veri ekibi, veriyi her yerden toplayıp tek bir yere atabilmek için özel takımlar oluşturdu ve bu ekipler genellikle domain bilgisinden uzak kaldı.","Domain ekipleri kendi içinde ilerlerken, veri ekibi bu gelişmelerden uzak kaldı ve değişiklikler geç geldi veya anlaşılamadı, bu da veri kalitesi problemlerine yol açtı."]},"beginTime":406,"endTime":570,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=406&ask_summarization=1"},{"index":5,"title":"Data Mesh Çözümü","list":{"type":"unordered","items":["Data Mesh, veriden değer sağlamak için ortaya çıkan ve datamash adıyla birkaç yıl önce tanıtılan bir paradigmadır.","Çözüm, operasyonel ekiplerin domain driven design ve mikroservis mimarisine geçişinden esinlenerek veri alanında benzer prensiplerin uygulanmasıyla ortaya çıktı.","Data Mesh'in dört temel ögesi vardır ve bunlar merkezi yapının getirdiği darboğazları çözmek için ortaya atılmıştır."]},"beginTime":570,"endTime":678,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=570&ask_summarization=1"},{"index":6,"title":"Data Mesh'in Temel Prensipleri","list":{"type":"unordered","items":["Data Mesh'in ilk temel prensibi merkezileşmemiş bir data sahipliği (domain sahipliği) kavramıdır.","Multidisipliner takımlar (yazılımcı, data scientist, testci, data engineer) kendi datalarının ve domainlerinin tamamen sahipliğini üstleniyorlar.","Veri monolit yapısında, kaynak sistem veriyi değiştirdiğinde, bu değişikliğin etkileri sonradan ortaya çıkardı, ancak Data Mesh'te verinin tüm süreci (hazırlama, sunum, raporlama, makine öğrenmesi) tek bir domain sahipliğinde yer alıyor."]},"beginTime":678,"endTime":796,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=678&ask_summarization=1"},{"index":7,"title":"Veri Ürün Olarak Düşünülmesi","list":{"type":"unordered","items":["Ürün bakış açısına geçiş gerekliliği ortaya çıkmış ve Data Mash ikinci temel olarak \"veri bir ürün olarak\" fikrini öne sürmektedir.","Veri artık nihai ürün olarak kabul edilmeli ve farklı şekillerde ürünleştirilebilir, örneğin dashboard veya API üzerinden kullanıma açılabilir.","Verinin ürün olarak görülmesi, karar mekanizmalarının veriye dayandırılması ve verinin yaşam döngüsünün ürün geliştirme yaşam döngüsüne sahip olması gerektiği anlamına gelmektedir."]},"beginTime":808,"endTime":889,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=808&ask_summarization=1"},{"index":8,"title":"Veri Yönetimi ve Koruma","list":{"type":"unordered","items":["Verinin bir ürün olarak görülmesiyle birlikte verinin korunması, kalitesi ve erişimi gibi sorunlar gündeme gelmiştir.","Data Mash, bu sorunların çözümü için federated computational data governance adı verilen üçüncü temeli ortaya atmıştır.","Bu temel, tüm verinin ortak bir veri kataloğunda toplanması ve erişimin roll based access control ve attribute based access control gibi yöntemlerle yönetilmesini önermektedir."]},"beginTime":889,"endTime":960,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=889&ask_summarization=1"},{"index":9,"title":"Veri Güvenliği ve Yasal Çerçeve","list":{"type":"unordered","items":["Veri yönetiminin önemini artıran bir faktör, KVKK ve GDPR gibi yasal düzenlemelerle kişisel verilerin korunması ve insanların kişisel verileri hakkında farkındalığıdır.","Bu düzenlemeler, şirketlere işleme izni, veri saklama izni ve veri güvenliği gibi ek yasal süreçler getirmiştir.","Farklı takımların kendi verilerini farklı altyapılar kullanarak işlediği durumda, verinin tüm şirket tarafından kullanılması zorlaşmaktadır."]},"beginTime":960,"endTime":1040,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=960&ask_summarization=1"},{"index":10,"title":"Merkezi Veri Altyapı Platformu","list":{"type":"unordered","items":["Data Mash'ın son temeli, merkezi bir data infrastructure platformu olmasıdır.","Bu platformun önemli özelliği self-service özelliğidir; takımlar kendi verilerini test edebilmeli, transformasyon yapabilmeli ve ürünlerini hizmete açabilmelidir.","Bu dört temel, şirketlerin veri yolculuğunda yol gösterici olmakta ve çoğu şirket bu geçiş sürecinde bulunmaktadır."]},"beginTime":1040,"endTime":1172,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=1040&ask_summarization=1"},{"index":11,"title":"Data Mash ve Organizasyonel Etkiler","list":{"type":"unordered","items":["Data Mash sadece teknik bir çözüm değil, bir paradigma değişimidir ve birkaç teknolojik uygulama ile çözülemez.","Mikro servis dünyasına geçişi, sadece teknolojik değişiklik değil, aynı zamanda organizasyonel değişiklik gerektirir.","Conway Yasası'na göre, yazılım katmanlarını değiştirdiğinizde organizasyonun da buna uygun şekilde değişmesi gerekir, aksi halde ilerleme sağlanamaz."]},"beginTime":1214,"endTime":1303,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=1214&ask_summarization=1"},{"index":12,"title":"Data Mash'de Yaşanan Sorunlar","list":{"type":"unordered","items":["Data Mash'de aynı sorunlar yaşanmaktadır; veriyi parçalayıp, farklı takımlara dağıtmak yerine, veri sahipliğini ilgili value stream'in bir parçası olan takıma vermek gerekir.","Veri üretimi, veri mühendisliği ve veri bilimi ekipleri arasında klasik \"top çevirme\" problemi yaşanmaktadır.","Otonom takımların, product mindset ile data product'ı düzenli olarak geliştirmesi ve top çevirme kültüründen uzaklaşması, tüm sorunları çözer."]},"beginTime":1303,"endTime":1431,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=1303&ask_summarization=1"},{"index":13,"title":"Data Science ve Data Engineering Ekipleri","list":{"type":"unordered","items":["Data Science ekiplerinden değer katma beklentileri vardır, çünkü veri tek başına anlamlı değil, üzerine operasyonel işlemler ve yapay zeka gibi yapılar eklenerek değerli sonuçlar elde edilir.","Data Science ekipleri, veri üretimi ve veri mühendisliği ekipleriyle domain problemlerine yaklaştırılmasına rağmen, veri bir takımda üretilip başka bir takıma aktarılması sorunu devam eder.","Data Mash, veri üretimi (source) ve veri tüketimi (consumer) olarak iki farklı yapıya bölünür ve bu iki tarafın value stream'in bir parçası olması kritiktir."]},"beginTime":1431,"endTime":1580,"href":"/video/preview/9548697066445064381?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=1431&ask_summarization=1"},{"index":14,"title":"Data Management Türkiye Komünitesi ve Gelecek Videolar","list":{"type":"unordered","items":["Data Management Türkiye komünitesi, Discord kanalında veya YouTube videolarında sorularını paylaşabilir.","İkinci videoda, bu yolculuğa başlarken karşılaşılabilecek zorluklar ve tehlikeler ele alınacaktır.","Üçüncü videoda, bir Data Mash MVP'sini nasıl hayata geçirebileceğimiz konusu paylaşılacaktır ve üç videoyla bu serinin tamamı 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Türkiye’de veriye dokunan kodların kalitesini iyileştirmeyi ve sektördeki deneyimlerini aktarmayı dert edinmiş farklı şirketlerden gelen bir grup yazılımcının veri yönetimi üzerine...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4034023/4ffee44e5ef73ec62b622b5907ba96f3/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/zjAF1QEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"6","reqid":"1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=videoid:7863108893700173417","teaser":[{"list":{"type":"unordered","items":["Bu video, Data Management Turkey ekibinin moderatör Özgür Macit'in sunduğu bir panel görüşmesidir. Konuşmacılar arasında Udemy'de DTGNER olarak çalışan Ekrem Uludağ (16 yıllık sektör tecrübesi) ve Trendyol'da çalışan Murat (11 yıllık sektör ve 5 yıllık Trendyol tecrübesi) bulunmaktadır.","Videoda, data engineer ve data warehouse kavramları arasındaki temel farklar ele alınmaktadır. Konuşmacılar, bu iki alanın zaman içinde nasıl evrimleştiğini, kullanılan teknolojileri, iş profillerini ve gelecekteki evrimsel yönlerini tartışmaktadır. Data warehouse'ın modelleme odaklı ve modüler yapıya sahip olduğu, data engineering'in ise daha esnek ve hızlı değişime açık olduğu vurgulanmaktadır.","Ayrıca, yeni nesil internet şirketlerinin regülatif rapor verme zorunluluğu, single source of truth sorunu ve tekrarlı işlerin çözümü gibi gelecekteki zorluklar da tartışılmaktadır. Konuşmacılar, bu iki yaklaşımın birleşmesinin gelecekteki veri mühendisliği çözümlerinde önemli bir rol oynayabileceğini düşünmektedirler."]},"endTime":1961,"title":"Data Engineer ve Data Warehouse Arasındaki Farklar","beginTime":0}],"fullResult":[{"index":0,"title":"Sunuş ve Konuşmacılar","list":{"type":"unordered","items":["Özgür Macit, Data Management Turkey ekibinin bir videosunda moderatörlük görevini üstleniyor.","Ekrem Uludağ, Udemy'de DTGNER olarak çalışmakta ve 16 senedir sektörde, 16 senedir datayla çalışmaktadır.","Murat, Trendyol'da çalışmakta ve toplam 11 yıllık tecrübesi var, Trendyol'da yaklaşık 5 yıldır çalışmaktadır."]},"beginTime":5,"endTime":50,"href":"/video/preview/7863108893700173417?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=5&ask_summarization=1"},{"index":1,"title":"Data Sektörünün Dönüşümü","list":{"type":"unordered","items":["Konuşmacılar, yıllardır sektörde çalıştıklarını ve 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bir sistem olarak tanımlanıyor."]},"beginTime":244,"endTime":324,"href":"/video/preview/7863108893700173417?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=244&ask_summarization=1"},{"index":4,"title":"Data Warehouse Sistemlerinin Günümüzün Hızına Uyumu","list":{"type":"unordered","items":["Ekrem Uludağ, Kimball-Inman gibi yöntemlerin 1980'lerin teknolojileri ile o zamanın business problemini çözmek için geliştirilmiş yöntemler olduğunu ve bugün hala kullanmaya çalıştığımızı belirtiyor.","Murat, yazılım mimarisi oluştururken \"katedral\" veya \"pazar yeri\" olarak karar vermenin şirketin veya pazarın ihtiyaçlarına göre belirlendiğini söylüyor.","Katedral modeli, ince ince düşünülmüş, state of art'a en yakın şekilde inşa edilmiş, Notre Dame gibi bir yapı olarak tanımlanırken, pazar yeri modeli daha organik bir şekilde yayılan, insanların gelip data ihtiyaçlarını görüp genişletebildiği bir yapı olarak 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gerekiyor."]},"beginTime":484,"endTime":572,"href":"/video/preview/7863108893700173417?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=484&ask_summarization=1"},{"index":6,"title":"Yazılım Gelişim Süreci ve Sektörel Farklılıklar","list":{"type":"unordered","items":["Türkiye'de ve dünyada bankacılık yazılımları 1990'larda, kredi kartı ve ATM yazılımları 2000'lerin başında yazıldı ve oturdu.","Telco yazılımları 2000'lerin başında 2010'lara kadar yazıldı ve oturdu, internet şirketlerinin yazılımları ise daha yeni yazılıyor.","Katedral benzetmesi, şirketlerin prestij için büyük yapılar kurabileceği ve bu yapıların zamanla oturabileceği düşüncesini yansıtır."]},"beginTime":576,"endTime":664,"href":"/video/preview/7863108893700173417?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=576&ask_summarization=1"},{"index":7,"title":"Teknolojik ve İş İhtiyaçları","list":{"type":"unordered","items":["Teknolojik etkenler ve marketing tarafı, şirketlerin büyük yapılar kurmasında önemli rol oynamıştır.","Eski zamanlarda data eras makineleri büyük makinalar ve server'lar gerektirirken, günümüzde cloud vander'dan çeşitli makinaları ayağa kaldırıp bir iki kişiyle organik bir şekilde çalıştırılabilir.","İş ihtiyaçları, şirketlerin büyük yapılar kurmasını en fazla drive eden yön olmuştur."]},"beginTime":664,"endTime":783,"href":"/video/preview/7863108893700173417?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=664&ask_summarization=1"},{"index":8,"title":"Modelin Evrimi ve Esneklik","list":{"type":"unordered","items":["Modelin daha yalın bir hale gitme ihtimali yüksek, bu da daha hızlı adaptasyon sağlanması ve isteklere daha hızlı cevap verilmesi isteğini yansıtır.","Esneklik sağlamak, bu işlerde en önemli driver olmuştur.","Cloud teknolojileri daha fazla görülüyor çünkü inanılmaz bir destek sağlıyor ve satış yaparken kulakları esne izliyorlar."]},"beginTime":783,"endTime":882,"href":"/video/preview/7863108893700173417?parent-reqid=1769482118166621-14407908009292305917-balancer-l7leveler-kubr-yp-vla-157-BAL&text=Data+Management+Turkey&t=783&ask_summarization=1"},{"index":9,"title":"Data Engineering ve Data Warehouse Arasındaki Farklar","list":{"type":"unordered","items":["Data engineering ve data warehouse işlerini kullanılan teknolojiler üzerinden tanımlamaya çalışan insanlar vardır.","Data warehouse'da daha çok database kökenli developer profil istihdam edilirken, data engineering tarafında daha software engineering'e yakın ama data konularında bilen kişiler istihdam ediliyor.","Yeni mezunlar daha çok data engineer olmak istiyor, bu da dünyanın nereye gittiğini 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