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Örnek soru çözümleri.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2760812/e3adb341bb3b11136ebb60de0c611977/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/6H9aDwEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"1","reqid":"1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DOagJbR9aLiE","linkTemplate":"/video/preview/2917914540669655158?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"1.Sınıf Veri Toplama ve Değerlendirme","related_orig_text":"Veriler 1","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Veriler 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Video, öğrencilerin farklı görsel seçeneklerini karşılaştırarak hangisinin daha etkili olduğunu değerlendirmelerini istiyor."]},"endTime":537,"title":"Nümerik Verilerin Görselleştirilmesi Dersi","beginTime":0}],"fullResult":[{"index":0,"title":"Nümerik Verilerin Görselleştirilmesi","list":{"type":"unordered","items":["Konumuz nümerik verilerin görselleştirilmesi (data visualization) olup, birçok bilgiyi grafikle vermek çok daha akılcıdır.","Bilgileri doğru göstermek ve insanları yanıltmamak çok önemlidir.","Televizyon ekranında görülen matematik puanları görseli incelenecek ve nasıl geliştirilebileceği konuşulacaktır."]},"beginTime":37,"endTime":148,"href":"/video/preview/4012895550451001216?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=37&ask_summarization=1"},{"index":1,"title":"Görselin Eleştirisi","list":{"type":"unordered","items":["Görselde Türkiye'nin ortalamanın altında olmasına rağmen yeşil renkli gösterilmesi yanlış, sarı veya turuncu renk kullanılmalıydı.","Çubukların uzunluğu neye göre belirlendiği belirtilmemiş ve OECD ortalama ile karşılaştırılarak sadece en üst beş ve en alt üç ülke gösterilmiş.","Görsel, Türkiye'nin OECD ortalama ve Kosova'ya daha yakın olmasına rağmen, ortalama gibi yeşil gösterilerek manipüle edilmiş."]},"beginTime":148,"endTime":340,"href":"/video/preview/4012895550451001216?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=148&ask_summarization=1"},{"index":2,"title":"Daha İyi Görsel Hazırlama","list":{"type":"unordered","items":["Sadece televizyon tüketicisi olmak değil, nasıl daha iyi bir görsel hazırlanabileceği düşünülmesi önemlidir.","Görselde sıralamalar yok, ilk beş ülke, Türkiye ve sonucun gösterilmesi mantıksız, renk kodlaması ve bar uzunlukları yanlış.","Excel'in conditional formatting (şartlı formatlama) özelliği kullanılarak, rakamın miktarına göre yeşilden kırmızıya renk değişimi yapılabilir."]},"beginTime":340,"endTime":436,"href":"/video/preview/4012895550451001216?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=340&ask_summarization=1"},{"index":3,"title":"Alternatif Görseller","list":{"type":"unordered","items":["Bar chart kullanılarak, barların uzunluğu arasındaki farklar daha net gösterilebilir.","Tüm OECD ülkeleri arasında Türkiye'nin konumu gösteren bir grafik de kullanılabilir.","Sıralamaların belirtilmesi, doğru renk kodlaması ve daha fazla bilgi verilmesiyle daha etkili görseller oluşturulabilir."]},"beginTime":436,"endTime":528,"href":"/video/preview/4012895550451001216?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=436&ask_summarization=1"}],"linkTemplate":"/video/preview/4012895550451001216?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Sayısal Veriler Nasıl Görselleştirilir? 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Yararlı olması dileğiyle, iyi çalışmalar. İlgili sayfanın linki aşağıdadır...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1110191/0d9025c55adf74445e5794f1e2c8b53d/564x318_1"},"target":"_self","position":"5","reqid":"1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Ddulh5i9-keQ","linkTemplate":"/video/preview/2277078752249607669?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Verilerin Grafikle Gösterilmesi Testi 1.Soru","related_orig_text":"Veriler 1","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Veriler 1\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=dulh5i9-keQ\",\"src\":\"serp\",\"rvb\":\"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_E4kBggQkAYAEKyqLARABGniB8_8DC_0DAPPu_QINA_4B-_wE_fr9_QD4-RD3AgP_APTt__UB_wAA_QL7BQEAAAD-_v7_-P4AABoC-_UDAAAA__sA-vsAAAABAfn6_wEAAAQI9gQD_wAADQgBBQAAAAD7BAkL_gAAAAQE_AYAAAAAA_AABQABAAAgAC1Csds7OBNACUhOUAIqcxAAGmAX9wA6-P0D1BDzBcnjCCcWm_jmAxEn_wrRAMka2f0nCvfiLjYAbuzo6KYAAAAC6ALyAwD5eLL5CgDzNgej5ePXA3_3CzWlEy_x-QDvyCUpKBQ9G0kA5QG0FzSwwBs9LPIgAC0EuRs7OBNACUhvUAIqrwYQDBqgBgAAjkIAAKBBAADeQgAAQMIAAIA_AAAIQgAASEIAAADCAABAwgAAwEAAAEhCAABQwQAAUMEAAIA_AACgQAAAgEAAACBCAAAQwQAAwEEAAADAAADAwQAAuMEAAMLCAADIQQAAUMIAAIjCAAAwwgAAEMIAAGhCAABwQQAACMIAAIA_AACUwgAAOEIAAJrCAABAwAAAIEEAAKhCAAAAwQAA0EEAAMDAAACoQQAAAAAAADDCAAD4QQAAaMIAAKBBAAD4QQAATEIAAEDBAACgwQAAmMEAAJBBAAAoQgAADEIAAHhCAAC-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_AACOwgAAkEEAAPjBAAA8wgAAKMIAAOBAAACAwAAAKMIAAOBBAAAAAAAAqMIAAHDCAABIwgAACMIAAGhCAABQwQAARMIAAKBAAAAcwgAAiMEAAIJCAADIwQAAgEEAAIBAAAAAwAAAcEEAALDBAADIwQAAXEIAACRCIAA4E0AJSHVQASqPAhAAGoACAAAcvgAAFL4AAPg9AABEPgAAQDwAANg9AACgPAAA8r4AAHS-AAAMPgAAcD0AAHC9AAAEPgAAgj4AAEy-AAAEvgAAij4AAIC7AACoPQAAZD4AAH8_AADIPQAAMD0AAJi9AADYPQAAFL4AAFw-AAAQPQAA-L0AAIA7AADIPQAAgDsAAHC9AADIPQAAHD4AAKq-AAD4PQAAbL4AAHS-AACovQAAmL0AAHC9AACuPgAAmL0AAFC9AAAkvgAAiD0AAJi9AAAMvgAAhr4AAGw-AAAwPQAAqD0AAIC7AACgPAAAqL0AACM_AAAwvQAALD4AAIA7AABMPgAAoLwAAKA8AACiviAAOBNACUh8UAEqjwIQARqAAgAAEL0AAFQ-AAB0vgAAK78AAIi9AAAQvQAA6D0AAPi9AACovQAAZD4AABA9AADYvQAAyL0AADy-AAAMPgAAmL0AAEC8AAD2PgAAir4AAII-AACIvQAAiL0AAFC9AACAuwAAgDsAAIC7AAA0vgAAiL0AADC9AAAwPQAA4DwAAPg9AABcvgAAoDwAAPi9AAAwPQAAmL0AALg9AAAMvgAARL4AAKC8AADoPQAABL4AAKg9AACgPAAAED0AAH-_AADoPQAA2D0AANi9AACYPQAA2L0AABA9AAA8PgAANL4AAMg9AAAQPQAAUD0AALi9AACAuwAAcL0AAIC7AAAUPgAA2L0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=dulh5i9-keQ","parent-reqid":"1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":480,"cheight":360,"cratio":1.33333,"dups":["2277078752249607669"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"3454067960966361741":{"videoId":"3454067960966361741","docid":"34-3-15-ZDB1974CD612E594B","description":"Hello Friends, I'm Dr. Samet Erden, and I work as a faculty member in the Mathematics Department. 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Önceki derste veri çeşitleri ve verinin istatistik için önemi anlatılmış, bu derste ise elde edilen verilerin sıklık tablolarının ve grafiklerinin nasıl oluşturulacağı incelenmektedir.","Video, nitel verilerin sıklık tabloları ve grafiklerinin nasıl oluşturulacağını örneklerle açıklamaktadır. Öncelikle sınıflanabilen nitel verilerin frekans tabloları ve göreli frekansları anlatılmakta, ardından bu verilerin çubuk grafiği ve pasta grafiği olarak nasıl grafiksel olarak gösterileceği gösterilmektedir. 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bir makinanın malzemesinden bahsediliyor ve malzeme türleri (demir, bakır, alüminyum, zirkonyum) not edilmiş.","Toplam 200 maddenin içinde demirden 100, bakırdan 50, alüminyumdan 30 ve zirkonyumdan 20 tane madde yapılmış.","Frekanslar (f) ve göreli frekanslar (yüzdelik gösterimler) hesaplanır, örneğin demirden 100 tane varsa toplam 200 maddenin içerisinde %50'lik kısma karşılık gelir."]},"beginTime":51,"endTime":133,"href":"/video/preview/3454067960966361741?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=51&ask_summarization=1"},{"index":2,"title":"Sıklık Tablolarının Özellikleri","list":{"type":"unordered","items":["Frekansların toplamı örneklemdeki veri sayısı olan 200'e eşit olmak zorundadır.","Göreli frekanslar toplandığında %100'e eşit olmak zorundadır.","Bazı kaynaklarda yan sekme olarak açı değerleri de eklenir, örneğin %50'lik kısım 180 derecelik bir yer 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Üniversitesi Endüstri Mühendisliği Veri Madenciliği Dersi birinci hafta konusu derse giriş ve temel kavramlar Veri Madenciliği Dersi Oynatma Listesi: • Veri Madenciliği Dersin İşleyişi...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2886107/4afca2fb79850a6c1d93b7cad2753f3f/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/w0XKKQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"9","reqid":"1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=videoid:1205135961920844672","teaser":[{"list":{"type":"unordered","items":["Bu video, Dr. Öğretim Üyesi Caner Erden tarafından sunulan bir veri madenciliği eğitim dersidir. Sakarya Uygulamalı Bilimler Üniversitesi'nde görev yapan eğitmen, yaklaşık sekiz yıllık tecrübesiyle veri madenciliği konusunu detaylı bir şekilde anlatmaktadır.","Video, veri madenciliği dersinin tanıtımı ve kurallarıyla başlayıp, Python programlama dilinin kullanımı, Jupyter Notebook kurulumu ve temel Python kütüphaneleri (NumPy, Pandas, SciKit-Learn, SciPy ve Matplotlib) hakkında bilgiler sunmaktadır. Daha sonra veri madenciliğinin tanımı, büyük veri, veri analitiği gibi ilgili kavramlar ve veri madenciliğinin temel aşamaları (veri edinme, ön işleme, özellik belirleme ve sonuç yorumlama) açıklanmaktadır.","Videoda ayrıca veri madenciliğinin pratik uygulamaları (market sepet analizi, müşteri segmentasyonu, kredi skorlaması ve döküman madenciliği) örneklerle anlatılmakta ve veri ön işleme konusunun bir sonraki derste işleneceği belirtilmektedir. Ders materyallerinin Google Class üzerinden paylaşılacağı ve değerlendirme sistemi hakkında da bilgiler verilmektedir."]},"endTime":3250,"title":"Veri Madenciliği Eğitim Dersi","beginTime":0}],"fullResult":[{"index":0,"title":"Dersin Öğretmeni ve Özgeçmiş","list":{"type":"unordered","items":["Caner Erden, doktora öğretim üyesi olarak yaklaşık sekiz senedir Sakarya Üniversitesi'nde görev yapmaktadır.","2010 yılında İstanbul Ticaret Üniversitesi Endüstri Mühendisliği bölümünden mezun olmuş, yüksek lisansını İstanbul Üniversitesi'nde, doktorasını ise Sakarya Üniversitesi'nde tamamlamıştır.","Yüksek lisans tezinde yaklaşık 70 bin kaza verisinden anlamlı bilgiler ortaya çıkarmak için kaba kümeler teorisini kullanmış, doktora tezinde ise makine çizelgelemesi, proses planlaması ve teslim tarihi belirlemenin entegrasyonu üzerine çalışmıştır."]},"beginTime":1,"endTime":70,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=1&ask_summarization=1"},{"index":1,"title":"Dersin Tanıtımı ve İletişim","list":{"type":"unordered","items":["Dersin temel kavramları ve nasıl işleneceği hakkında bilgi verilecektir.","Geçen dönemki ders notları, slaytları ve videoları canererdenc.com adresinden ulaşılabilir.","Bu dönemki materyaller Google Class üzerinden paylaşılacak ve sınavlar, duyurular ve performans ödevleri bu platform üzerinden gerçekleştirilecektir."]},"beginTime":70,"endTime":159,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=70&ask_summarization=1"},{"index":2,"title":"Dersin Çalışma Yöntemi","list":{"type":"unordered","items":["Ders interaktif bir şekilde işlenecek ve öğrencilerle birlikte ilerlenecektir.","Dersleri canlı katılmak önerilir, ancak izleyenlerin de kendileri deneyerek ilerlemeleri gerekmektedir.","Veri madenciliği uygulamaları sadece dinlemeyle değil, yaparak öğrenilebilir."]},"beginTime":159,"endTime":197,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=159&ask_summarization=1"},{"index":3,"title":"Öğrencilerle Tanışma","list":{"type":"unordered","items":["Öğrencilerden kodlama bilgisi, mezuniyet sonrası çalışmak istedikleri sektör, istatistik ve matematik bilgileri, makine öğrenmesi deneyimi ve programlama bilgisi hakkında bilgi istenmektedir.","Öğrenciler bu bilgileri chat alanına yazarak paylaşabilirler."]},"beginTime":197,"endTime":298,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=197&ask_summarization=1"},{"index":4,"title":"Dersin Değerlendirme Sistemi","list":{"type":"unordered","items":["Dersin değerlendirmesi bir adet uzaktan vize sınavı (60-90 dakikalık) ve final sınavı şeklinde olacak.","Final sınavı performans ödevi şeklinde olacak ve sunumlar YouTube üzerinden gerçekleştirilecektir.","Performans ödevi, baştan sona taslama bir veri madenciliği uygulaması olacak ve en fazla üç kişilik gruplarla çalışılabilir."]},"beginTime":298,"endTime":440,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=298&ask_summarization=1"},{"index":5,"title":"Performans Ödevi Detayları","list":{"type":"unordered","items":["Ödevin konusu öğrencilerin ilgi duyduğu herhangi bir alanda olabilir (trafik kazaları, futbol, otomobil sektörü, emlak sektörü gibi).","Kullanılacak metotlar regresyon analizi, kural tabanlı sınıflandırıcı, sınıflandırma algoritmaları, kümeleme algoritmaları, nitelik indirgeme, yapay sinir ağları olabilir.","Alternatif olarak Kaggle tipi bir yarışmaya katılarak en az ortalama bir derece almak da performans ödevi olarak kabul edilecektir."]},"beginTime":440,"endTime":584,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=440&ask_summarization=1"},{"index":6,"title":"Veri Madenciliği Dersi ve Python","list":{"type":"unordered","items":["Derste veri madenciliği yarışmalarına katılarak çözümler sunulabilir ve bu çözümler değerlendirilir.","Dersde Python programlama dilini kullanarak veri setlerinden anlamlı bilgiler çıkarılacaktır.","Dersten iyi bir not almak için çözümlerin iyileştirilmesi gerekir."]},"beginTime":597,"endTime":669,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=597&ask_summarization=1"},{"index":7,"title":"Python'ın Seçimi ve Amacı","list":{"type":"unordered","items":["Python şu anda en çok kullanılan ve tercih edilen programlama dillerinden biridir.","Python'un yazılması, okunması ve kod geliştirmesi kolay bir dil olması nedeniyle tercih edilmektedir.","Dersin amacı bilgisayar programlamayı kapsamlı şekilde öğretmek değil, veri madenciliği uygulamaları geliştirmeyi sağlamaktır."]},"beginTime":669,"endTime":753,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=669&ask_summarization=1"},{"index":8,"title":"Gerekli Yazılımlar","list":{"type":"unordered","items":["Derste Anakonda programı, Jupyter Notebook ve Spyder environment kullanılacaktır.","Anakonda yükledikten sonra Jupyter Notebook ve Spyder otomatik olarak kurulacaktır.","Alternatif olarak online Jupyter Notebook, Google Colab veya Spider gibi ortamlar da 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geliştirme ekranı olarak hem de bilgiler yazılabilen bir ortam olarak kullanılabilir.","Jupyter Notebook'ta başlık, yazı, italik, kalın yazı ve liste oluşturmak gibi Word benzeri özellikler bulunmaktadır."]},"beginTime":1122,"endTime":1230,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=1122&ask_summarization=1"},{"index":11,"title":"Jupyter Notebook Kullanımı","list":{"type":"unordered","items":["Jupyter Notebook'ta hücrelerde kod yazılır ve çalıştırmak için \"Run\" seçeneği tıklanır veya Shift+Enter tuş kombinasyonu kullanılır.","Yeşil renkli hücrelerde kod yazılabilirken, mavi renkli hücrelerde kısayollar kullanılabilir.","Mavi renkli hücrelerde A tuşu ile yukarıya, B tuşu ile aşağıya hücre eklenebilir, D tuşu iki kez basıldığında hücre silinir, Enter tuşu ile hücre düzenlenebilir, çift Enter ile hücre 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uygulamaları ücretsiz internette bulunabilir.","Ders sunumları genellikle bu kitap üzerinden çıkartılacak ve ana kaynak olarak bu kitap kullanılacaktır.","Kaynaklar açısından İngilizce kaynaklar tercih edilmekte çünkü Türkçe kaynaklarda kapsam darlığı olabilir, ancak Türkçe kitap isteyenler için altıncı sırada bir Türkçe kitap da mevcuttur."]},"beginTime":1851,"endTime":1952,"href":"/video/preview/1205135961920844672?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=1851&ask_summarization=1"},{"index":15,"title":"Ders Beklentileri","list":{"type":"unordered","items":["Derse zamanında ve hazırlıklı gelmeniz, bir hafta önceden hangi derslerin işleneceğini bilmek ve öğrenmeye istekli gelmeniz beklenmektedir.","Ders interaktif olacak, kodları geliştireceksiniz ve takıldığınız yerlerde birlikte ilerleyeceksiniz.","Bu dersi başarıyla tamamlamak için haftada en az üç-dört saat ayırmak 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Ardından veri türleri (sayısal veri, dizi karakter verisi ve mantıksal veri) detaylı olarak incelenmektedir. Her veri türü için Python dilinde kullanılan komutlar (integer, float, string, boolean) anlatılmakta ve örneklerle desteklenmektedir. Video, veri türlerinin ne olduğunu ve programlama dilinde nasıl tanımlanacağını öğrenmek isteyenler için temel bilgiler sunmaktadır."]},"endTime":530,"title":"Programlama Eğitim Videosu: Veri Kavramı ve Veri Türleri","beginTime":0}],"fullResult":[{"index":0,"title":"Veri Kavramı ve Bit","list":{"type":"unordered","items":["Veri, dış dünyadan klavye, fare veya dokunmatik ekran gibi giriş birimleri aracılığıyla bilgisayara aktarılan bilgi birimleridir.","Veri, bir tür bilgi taşıyan bit gruplarıdır ve bit, bir devrede akım geçerse 1, akım geçmezse 0 anlamına gelir.","Sayılar bilgisayarda bitlerle kodlanır, örneğin 14 sayısı 1110 olarak ifade edilir."]},"beginTime":6,"endTime":65,"href":"/video/preview/5018170749870318610?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=6&ask_summarization=1"},{"index":1,"title":"Programlama ve Veri Türleri","list":{"type":"unordered","items":["Makine koduyla program yazmak zordur, bu nedenle programlama dillerini öğrenmek gerekir.","Veri türlerini iyi anlamak programlama dillerini öğrenmek için önemlidir.","Mikrofon ve klavye gibi giriş birimleri, bilgisayara ham veri girişi sağlar."]},"beginTime":65,"endTime":179,"href":"/video/preview/5018170749870318610?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=65&ask_summarization=1"},{"index":2,"title":"Veri Türleri ve Özellikleri","list":{"type":"unordered","items":["Programlama dillerinde veri türleri en temel konulardan biridir ve kod yazarken bilgisayara belirtilmelidir.","Veri türleri üç başlık altında incelenir: sayısal veri, dizi/karakter verisi ve mantıksal veri.","Sayısal veri, hesaplama işlemlerinde kullanılabilen tek veri türüdür ve -9 arası rakamlar ve artı eksi işaretlerini içerir."]},"beginTime":179,"endTime":234,"href":"/video/preview/5018170749870318610?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=179&ask_summarization=1"},{"index":3,"title":"Karakter Verileri ve Karakter Tabloları","list":{"type":"unordered","items":["Dizi/karakter verisi, hesap yapılmayan metinsel ifadeler için kullanılır ve rakamlar, harfler ve özel karakterleri içerir.","Tüm bu semboller harfler sayılar ASCII (American Standard Code for Information Interchange) karakter tablosunda yer alır.","ASCII tablosu, genişletilmiş ASCII tablosuna ve son olarak tüm dilleri destekleyen UTF-8 Unicode setine dönüştü."]},"beginTime":234,"endTime":329,"href":"/video/preview/5018170749870318610?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=234&ask_summarization=1"},{"index":4,"title":"Mantıksal Veri ve Örnekler","list":{"type":"unordered","items":["Mantıksal veri setinde sadece \"true\" (doğru) ve \"false\" (yanlış) iki kelime bulunur.","Mantıksal veri, kesin cevaplı sorulara (mezun mu, arabası var mı, öğrenci mi) cevap vermek için kullanılır.","Python dilinde sayısal veriler \"integer\" ve \"float\" komutlarıyla, karakter dizileri \"string\" komutuyla, mantıksal veriler ise \"bool\" komutuyla tanımlanır."]},"beginTime":329,"endTime":523,"href":"/video/preview/5018170749870318610?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=329&ask_summarization=1"}],"linkTemplate":"/video/preview/5018170749870318610?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Programlama Temelleri(Veri nedir? 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İletişimi Veri İletişimi Notları Veri İletişimi Soruları Veri İletişimi Özet Notları Veri İletişimi Ders Notları Veri İletişimi Sınav Soruları Veri İletişimi Vize Soruları Veri İletişimi...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1032305/17dc24de28ab5032837335d0727c287f/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/jPXISwEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"19","reqid":"1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=videoid:14344334440537393990","teaser":[{"list":{"type":"unordered","items":["Bu video, bir eğitmen tarafından sunulan veri iletişim konulu notların paylaşıldığı bir eğitim içeriğidir. Eğitmen, hocasının notlarından derlenmiş yaklaşık 30 sayfalık notları izleyicilerle paylaşmaktadır.","Video, veri iletişim konusunu iki ana bölüme ayrılmış olarak ele almaktadır. İlk bölümde iletişim modları (simpling, dubleks, full dubleks), Ethernet switch, IP adresi, LAN ve WAN kablo uzunlukları, OSI katmanları (fiziksel, veri bağ, taşıma, oturum, sunum, uygulama) ve Ethernet başlık yapısı anlatılmaktadır. İkinci bölümde ise dalga uzunluğu, bitrate, frekans spektrumu ve bant genişliği konuları ele alınmaktadır. Video, örnek sorular ve çözümlerle desteklenmektedir."]},"endTime":699,"title":"Veri İletişim Notları Eğitim Videosu","beginTime":0}],"fullResult":[{"index":0,"title":"Veri İletişim Notları Tanıtımı","list":{"type":"unordered","items":["Konuşmacı, hocanın notlarından, anlattıklarından ve kitabından derlenmiş veri iletişim notlarını paylaşacağını belirtiyor.","Toplam otuz sayfa yakın not var ve videonun uzunluğuna göre parça parça paylaşılacak.","Konuşmacı, bilmediği yerleri geçeceğini ve yanlış bir şey öğretmek istemediğini vurguluyor."]},"beginTime":0,"endTime":53,"href":"/video/preview/14344334440537393990?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=0&ask_summarization=1"},{"index":1,"title":"İletişim Modları","list":{"type":"unordered","items":["Simpling tek yönlü iletişim sistemi (televizyon, keyboard, monitör) her zaman tek yönlüdür.","Dubleks iletişim sistemi her iki yönde fakat bir anda sadece tek bir yönde çalışır (polis radyosu örneği).","Full dubleks iletişim sistemi aynı anda her iki yönde çalışır (telefon örneği)."]},"beginTime":53,"endTime":79,"href":"/video/preview/14344334440537393990?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=53&ask_summarization=1"},{"index":2,"title":"Ethernet ve OSI Katmanları","list":{"type":"unordered","items":["Ethernet switch IP adresini değil, MAC adresini tanır.","LAN kablo uzunluğu maksimum yüz metreye kadardır, bu uzunluktan sonra sinyal kalitesi düşer.","OSI katmanları yedi tanedir: fiziksel katman, veri bağ katmanı, taşıma katmanı, oturum katmanı, sunum katmanı ve uygulama katmanı."]},"beginTime":79,"endTime":165,"href":"/video/preview/14344334440537393990?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=79&ask_summarization=1"},{"index":3,"title":"IP Versiyonları ve Ethernet Yapısı","list":{"type":"unordered","items":["IP versiyon 4 32 bit 20 byte, IP versiyon 6 128 bit 40 byte'dır.","IP versiyon 6, IP versiyon 4'te başlık yapısı tükendiği için gereklidir.","Ethernet yapısında kuyruk olmadan veri ile birlikte kuyruk dahil değilken en az 64 byte, en fazla 1518 byte olabilir."]},"beginTime":165,"endTime":231,"href":"/video/preview/14344334440537393990?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=165&ask_summarization=1"},{"index":4,"title":"Örnek Sorular","list":{"type":"unordered","items":["Bir işlemci programı bir sunucuya bir saniyede 100 watt'lık UDP verisi yolluyor ve 60 watt'lık UDP cevabı alıyor.","20 megabit per second kapasiteye sahip bir kanal için gerekli SNR değeri hesaplanabilir.","Televizyon kanalları 6 megahertz genişliğinde ve dört seviyeli sayısal sinyaller kullanılırsa saniyede kaç pik aktarım gerçekleştirilir."]},"beginTime":231,"endTime":397,"href":"/video/preview/14344334440537393990?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=231&ask_summarization=1"},{"index":5,"title":"Dalga Uzunluğu ve Bitrate","list":{"type":"unordered","items":["Dalga uzunluğu, bir çevrim zaman boyunca kat edilen mesafeyi tanımlar ve sinyalin periyodik periyotta aldığı yolun uzunluğudur.","Bitrate, saniyede gönderilen veri miktarıdır ve bit per second olarak ifade edilir.","Bir örnekte, her sayfada 24 satır, sütun ve 100 sayfalık dosya bir saniyede download verildiğinde, her karakter 8 bit olduğuna göre bitrate hesaplanabilir."]},"beginTime":397,"endTime":494,"href":"/video/preview/14344334440537393990?parent-reqid=1765331605156423-992500424739776464-balancer-l7leveler-kubr-yp-klg-97-BAL&text=Veriler+1&t=397&ask_summarization=1"},{"index":6,"title":"Frekans Spektrumu ve Bant Genişliği","list":{"type":"unordered","items":["Bir sinyalin 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