{"id":73617,"date":"2025-09-19T06:20:00","date_gmt":"2025-09-19T06:20:00","guid":{"rendered":"https:\/\/onlineexammaker.com\/kb\/?p=73617"},"modified":"2025-10-25T08:16:23","modified_gmt":"2025-10-25T08:16:23","slug":"15-data-science-quiz-questions-and-answers-tr","status":"publish","type":"post","link":"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/","title":{"rendered":"15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131"},"content":{"rendered":"<p>Veri bilimi, verilerden de\u011ferli i\u00e7g\u00f6r\u00fcleri ve bilgileri elde etmek i\u00e7in \u00e7e\u015fitli teknikleri, y\u00f6ntemleri ve ara\u00e7lar\u0131 birle\u015ftiren disiplinleraras\u0131 bir aland\u0131r. B\u00fcy\u00fck ve karma\u015f\u0131k veri k\u00fcmelerindeki kal\u0131plar\u0131, e\u011filimleri ve ili\u015fkileri ortaya \u00e7\u0131karmak i\u00e7in bilimsel metodolojilerin, algoritmalar\u0131n ve istatistiksel analizlerin uygulanmas\u0131n\u0131 i\u00e7erir. Veri bilimi, veri odakl\u0131 kan\u0131tlara dayal\u0131 olarak bilin\u00e7li kararlar\u0131 anlamada, yorumlamada ve almada \u00f6nemli bir rol oynamaktad\u0131r.<\/p>\n<p>Veri biliminin temel bile\u015fenleri \u015funlar\u0131 i\u00e7erir:<\/p>\n<p>Veri toplama: Veritabanlar\u0131, sens\u00f6rler, web siteleri, sosyal medya ve daha fazlas\u0131 gibi \u00e7e\u015fitli kaynaklardan ilgili ve yap\u0131land\u0131r\u0131lm\u0131\u015f verilerin toplanmas\u0131.<\/p>\n<p>Veri temizleme ve \u00f6ni\u015fleme: Hatalar\u0131, tutars\u0131zl\u0131klar\u0131 ve eksik de\u011ferleri ortadan kald\u0131rarak veri kalitesinin sa\u011flanmas\u0131. Bu ad\u0131m verileri daha fazla analiz i\u00e7in haz\u0131rlar.<\/p>\n<p>Veri Ke\u015ffi ve G\u00f6rselle\u015ftirme: Veri i\u00e7indeki \u00f6zellikleri ve kal\u0131plar\u0131 anlamak i\u00e7in ke\u015fif veri analizi ve g\u00f6rselle\u015ftirme tekniklerinin kullan\u0131lmas\u0131.<\/p>\n<p>\u0130statistiksel analiz: Anlaml\u0131 i\u00e7g\u00f6r\u00fcler elde etmek ve verilere dayal\u0131 tahminler yapmak i\u00e7in istatistiksel y\u00f6ntemlerin uygulanmas\u0131.<\/p>\n<p>Makine \u00f6\u011frenimi: Verilerden \u00f6\u011frenebilen, kal\u0131plar\u0131 tan\u0131mlayabilen ve tahminler veya s\u0131n\u0131fland\u0131rmalar yapabilen algoritmalar ve modellerin uygulanmas\u0131.<\/p>\n<p>Veri yorumlamas\u0131 ve ileti\u015fim: Veri analizinin sonu\u00e7lar\u0131n\u0131n yorumlanmas\u0131 ve bulgular\u0131n payda\u015flara anla\u015f\u0131labilir bir \u015fekilde sunulmas\u0131.<\/p>\n<h3>Bu makalede<\/h3>\n<ul class=\"article_list\">\n<li><a href=\"#1\">B\u00f6l\u00fcm 1: OnlineExamMaker ile AI kullanarak dakikalar i\u00e7inde bir veri bilimi s\u0131nav\u0131 olu\u015fturun<\/a><\/li>\n<li><a href=\"#2\">B\u00f6l\u00fcm 2: 15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131<\/a><\/li>\n<li><a href=\"#3\">B\u00f6l\u00fcm 3: Zaman ve Enerji Kaynak: AI teknolojisi ile s\u0131nav sorular\u0131 olu\u015fturun<\/a><\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/onlineexammaker.com\/kb\/wp-content\/uploads\/2023\/08\/data-science.webp\" alt=\"\"\/><\/p>\n<h3 id=\"1\">B\u00f6l\u00fcm 1: OnlineExamMaker ile AI kullanarak dakikalar i\u00e7inde bir veri bilimi s\u0131nav\u0131 olu\u015fturun<\/h3>\n<p>\u00d6\u011frencilerinizin veri bilimi becerilerini test etmek i\u00e7in \u00e7evrimi\u00e7i bir de\u011ferlendirme mi ar\u0131yorsunuz? OnlineExamMaker, s\u0131nav organizat\u00f6rlerinin s\u0131navlar\u0131 veya testleri otomatik olarak olu\u015fturmalar\u0131na, y\u00f6netmelerine ve analiz etmelerine yard\u0131mc\u0131 olmak i\u00e7in yapay zeka kullan\u0131r. AI \u00f6zellikleri d\u0131\u015f\u0131nda, \u00e7evrimi\u00e7i exammer tam ekran kilitleme taray\u0131c\u0131s\u0131, \u00e7evrimi\u00e7i web kameras\u0131 proctoring ve y\u00fcz kimli\u011fi tan\u0131ma gibi geli\u015fmi\u015f g\u00fcvenlik \u00f6zellikleri.<\/p>\n<p><strong> Sizin i\u00e7in \u00f6nerilen \u00f6zellikler: <\/strong><br \/>\n\u25cf Hile yapmay\u0131 \u00f6nlemek i\u00e7in g\u00fcvenli bir s\u0131nav taray\u0131c\u0131s\u0131 (kilitleme modu), web kameras\u0131 ve ekran kayd\u0131, canl\u0131 izleme ve sohbet g\u00f6zetimini i\u00e7erir.<br \/>\n\u25cf Video, ses, g\u00f6r\u00fcnt\u00fc s\u0131navlara ve multimedya geri bildirimlerine yerle\u015ftirerek etkile\u015fimli deneyimlerle de\u011ferlendirmeleri geli\u015ftirir.<br \/>\n\u25cf S\u0131nav sona erdi\u011finde, s\u0131nav puanlar\u0131, soru raporlar\u0131, s\u0131ralama ve di\u011fer analiz verileri cihaz\u0131n\u0131za Excel dosya bi\u00e7iminde aktar\u0131labilir.<br \/>\n\u25cf Soru performans\u0131n\u0131 ve g\u00fcvenilirli\u011fini de\u011ferlendirmek i\u00e7in soru analizi sunar ve e\u011fitmenlerin e\u011fitim planlar\u0131n\u0131 optimize etmesine yard\u0131mc\u0131 olur.<\/p>\n<div class=\"embed_video_blog\">\n<div class=\"embed-responsive embed-responsive-16by9\" style=\"margin-bottom:16px;\">\n <iframe class=\"embed-responsive-item\" src=\"https:\/\/www.youtube.com\/embed\/zlqho9igH2Y\"><\/iframe>\n<\/div>\n<\/div>\n<div class=\"getstarted-container\">\n<p style=\"margin-bottom: 13px;\">Yapay zekay\u0131 kullanarak otomatik olarak sorular olu\u015fturun<\/p>\n<div class=\"blog_double_btn clearfix\">\n<div class=\"col-sm-6  col-xs-12\">\n<div class=\"p-style-a\"><a class=\"get_started_btn\" href=\"https:\/\/onlineexammaker.com\/features\/ai-question-generator.html?refer=download_questions\" target=\"_blank\" rel=\"noopener\">AI Soru Olu\u015fturucu<\/a><\/div>\n<div class=\"p-style-b\">Her konu i\u00e7in sorular olu\u015fturun<\/div>\n<\/div>\n<div class=\"col-sm-6  col-xs-12\">\n<div class=\"p-style-a\"><a class=\"get_started_btn\" href=\"https:\/\/onlineexammaker.com\/sign-up.html?refer=blog_btn\"> Bir S\u0131nav Olu\u015ftur<\/a><\/div>\n<div class=\"p-style-b\">Sonsuza kadar %100 \u00fccretsiz<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 id=\"2\">B\u00f6l\u00fcm 2: 15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131<\/h3>\n<p><button id=\"copyquestionsBtn\" type=\"button\" onclick=\"myFunction()\">Sorular\u0131 Kopyala<\/button>\u00a0\u00a0or\u00a0\u00a0<button id=\"genquestionsBtn\" class=\"genbtnstyle\" type=\"button\" onclick=\"myFunction1()\">Kullanarak Sorular Olu\u015fturun AI<\/button><\/p>\n<div id=\"copy_questions\">\n<p>1. Soru: Veri bilimi nedir?<br \/>\n   A) Verileri toplamak ve saklamak i\u00e7in kullan\u0131lan bir veritaban\u0131 sistemi<br \/>\n   B) Verilerden bilgi \u00e7\u0131karmak i\u00e7in istatistik, makine \u00f6\u011frenmesi ve veri analizi tekniklerini kullanan bir alan<br \/>\n   C) Yaln\u0131zca programlama dilleri \u00f6\u011freten bir e\u011fitim disiplini<br \/>\n   D) Donan\u0131m bile\u015fenlerini y\u00f6neten bir teknoloji<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Veri bilimi, verileri analiz ederek karar verme s\u00fcre\u00e7lerini iyile\u015ftirmek i\u00e7in istatistiksel y\u00f6ntemler ve algoritmalar kullan\u0131r, bu sayede gizli desenleri ortaya \u00e7\u0131kar\u0131r.  <\/p>\n<p>2. Soru: Python&#8217;da veri analizi i\u00e7in en yayg\u0131n kullan\u0131lan k\u00fct\u00fcphane hangisidir?<br \/>\n   A) TensorFlow<br \/>\n   B) Pandas<br \/>\n   C) SQLAlchemy<br \/>\n   D) Django<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Pandas, veri \u00e7er\u00e7eveleri (DataFrames) ile veri manip\u00fclasyonu ve analizi i\u00e7in optimize edilmi\u015ftir, bu y\u00fczden veri bilimcileri taraf\u0131ndan s\u0131k\u00e7a tercih edilir.  <\/p>\n<p>3. Soru: Makine \u00f6\u011frenmesinde denetimli \u00f6\u011frenme (supervised learning) nedir?<br \/>\n   A) Etiketli veriler olmadan model e\u011fitmek<br \/>\n   B) Etiketli verilerle model e\u011fitmek<br \/>\n   C) Yaln\u0131zca veri g\u00f6rselle\u015ftirmesi yapmak<br \/>\n   D) Verileri rastgele da\u011f\u0131tmak<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Denetimli \u00f6\u011frenmede, model girdi verileri ve do\u011fru \u00e7\u0131kt\u0131lar (etiketler) ile e\u011fitilir, bu sayede tahmin yapma yetene\u011fi kazan\u0131r.  <\/p>\n<p>4. Soru: B\u00fcy\u00fck veri (Big Data) kavram\u0131n\u0131n temel \u00f6zelliklerinden biri nedir?<br \/>\n   A) Hacim (Volume)<br \/>\n   B) Renk (Color)<br \/>\n   C) \u015eekil (Shape)<br \/>\n   D) Boyut (Size) \u2013 ancak bu farkl\u0131d\u0131r<br \/>\n   Do\u011fru Cevap: A<br \/>\n   A\u00e7\u0131klama: B\u00fcy\u00fck veri, veri hacminin (Volume) yan\u0131 s\u0131ra h\u0131z (Velocity) ve \u00e7e\u015fitlilik (Variety) gibi \u00f6zellikleri kapsar, bu da geleneksel veritabanlar\u0131n\u0131 a\u015far.  <\/p>\n<p>5. Soru: Veri g\u00f6rselle\u015ftirmede en s\u0131k kullan\u0131lan ara\u00e7 hangisidir?<br \/>\n   A) Excel<br \/>\n   B) Matplotlib<br \/>\n   C) Word<br \/>\n   D) Photoshop<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Matplotlib, Python&#8217;da grafik ve \u00e7izimler olu\u015fturmak i\u00e7in esnek bir k\u00fct\u00fcphanedir ve veri biliminde temel g\u00f6rselle\u015ftirme arac\u0131 olarak kullan\u0131l\u0131r.  <\/p>\n<p>6. Soru: Ayk\u0131r\u0131 de\u011ferler (Outliers) veri analizinde neden \u00f6nemlidir?<br \/>\n   A) Veriyi daha h\u0131zl\u0131 i\u015flerler<br \/>\n   B) Analiz sonu\u00e7lar\u0131n\u0131 etkileyebilirler<br \/>\n   C) Her zaman veri kayb\u0131na yol a\u00e7arlar<br \/>\n   D) Yaln\u0131zca g\u00f6rselle\u015ftirmede kullan\u0131l\u0131rlar<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Ayk\u0131r\u0131 de\u011ferler, istatistiksel analizlerde ortalama ve varyans\u0131 bozabilir, bu y\u00fczden veri temizli\u011finde dikkatle ele al\u0131nmal\u0131d\u0131r.  <\/p>\n<p>7. Soru: Lineer regresyon modelinin amac\u0131 nedir?<br \/>\n   A) S\u0131n\u0131fland\u0131rma yapmak<br \/>\n   B) \u0130ki de\u011fi\u015fken aras\u0131ndaki ili\u015fkiyi modellemek<br \/>\n   C) K\u00fcmeleme analizi yapmak<br \/>\n   D) Metin analizi ger\u00e7ekle\u015ftirmek<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Lineer regresyon, bir ba\u011f\u0131ml\u0131 de\u011fi\u015fkeni ba\u011f\u0131ms\u0131z de\u011fi\u015fkenlerle ili\u015fkilendirerek tahmin yapar ve veri desenlerini lineer bir \u015fekilde modeller.  <\/p>\n<p>8. Soru: Veri temizli\u011fi s\u00fcrecinde hangi ad\u0131m genellikle ilk olarak yap\u0131l\u0131r?<br \/>\n   A) Model e\u011fitimi<br \/>\n   B) Eksik verilerin tespiti<br \/>\n   C) Sonu\u00e7lar\u0131n g\u00f6rselle\u015ftirilmesi<br \/>\n   D) Raporlama<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Eksik veriler, veri kalitesini d\u00fc\u015f\u00fcrebilir, bu y\u00fczden veri temizli\u011finde ilk ad\u0131m olarak tespit edilip doldurulmas\u0131 veya kald\u0131r\u0131lmas\u0131 gerekir.  <\/p>\n<p>9. Soru: Karar a\u011fa\u00e7lar\u0131 (Decision Trees) hangi t\u00fcr makine \u00f6\u011frenmesi algoritmas\u0131d\u0131r?<br \/>\n   A) Derin \u00f6\u011frenme<br \/>\n   B) Denetimsiz \u00f6\u011frenme<br \/>\n   C) Denetimli \u00f6\u011frenme<br \/>\n   D) Peki\u015ftirmeli \u00f6\u011frenme<br \/>\n   Do\u011fru Cevap: C<br \/>\n   A\u00e7\u0131klama: Karar a\u011fa\u00e7lar\u0131, etiketli verilerle \u00e7al\u0131\u015f\u0131r ve karar verme s\u00fcre\u00e7lerini sim\u00fcle eder, bu y\u00fczden denetimli \u00f6\u011frenme s\u0131n\u0131f\u0131na girer.  <\/p>\n<p>10. Soru: Kaggle nedir?<br \/>\n    A) Bir programlama dili<br \/>\n    B) Veri bilimi yar\u0131\u015fmalar\u0131 ve toplulu\u011fu platformu<br \/>\n    C) Veri depolama yaz\u0131l\u0131m\u0131<br \/>\n    D) \u0130statistik hesaplama arac\u0131<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Kaggle, veri bilimcilerin yar\u0131\u015fmalara kat\u0131larak becerilerini sergiledi\u011fi ve veri k\u00fcmeleri payla\u015ft\u0131\u011f\u0131 bir \u00e7evrimi\u00e7i platformdur.  <\/p>\n<p>11. Soru: Normal da\u011f\u0131l\u0131m (Normal Distribution) neyi temsil eder?<br \/>\n    A) Verilerin e\u015fit da\u011f\u0131lmas\u0131n\u0131<br \/>\n    B) Verilerin \u00e7an e\u011frisi \u015feklinde simetrik da\u011f\u0131lmas\u0131n\u0131<br \/>\n    C) Yaln\u0131zca negatif de\u011ferleri<br \/>\n    D) Rastgele olmayan verileri<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Normal da\u011f\u0131l\u0131m, bir\u00e7ok do\u011fal olguda g\u00f6zlemlenen bir istatistiksel da\u011f\u0131l\u0131md\u0131r ve ortalama etraf\u0131nda simetrik bir yo\u011funluk g\u00f6sterir.  <\/p>\n<p>12. Soru: TensorFlow hangi ama\u00e7la kullan\u0131l\u0131r?<br \/>\n    A) Metin d\u00fczenleme<br \/>\n    B) Makine \u00f6\u011frenmesi modelleri geli\u015ftirmek<br \/>\n    C) Veri taban\u0131 y\u00f6netimi<br \/>\n    D) Web geli\u015ftirme<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: TensorFlow, Google taraf\u0131ndan geli\u015ftirilen bir k\u00fct\u00fcphanedir ve derin \u00f6\u011frenme modellerini olu\u015fturmak ve e\u011fitmek i\u00e7in yayg\u0131n olarak kullan\u0131l\u0131r.  <\/p>\n<p>13. Soru: Etik veri bilimi uygulamalar\u0131nda gizlilik ihlali nas\u0131l \u00f6nlenir?<br \/>\n    A) Verileri silmek<br \/>\n    B) Anonimle\u015ftirme teknikleri kullanmak<br \/>\n    C) Herkese a\u00e7\u0131k hale getirmek<br \/>\n    D) Verileri \u00e7o\u011faltmak<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Anonimle\u015ftirme, ki\u015fisel verileri maskeleyerek gizlili\u011fi korur ve veri bilimi projelerinde yasal ve etik uyumu sa\u011flar.  <\/p>\n<p>14. Soru: Veri madencili\u011fi (Data Mining) ile veri analizi aras\u0131ndaki fark nedir?<br \/>\n    A) Veri madencili\u011fi veri toplar, analizi i\u015fler<br \/>\n    B) Veri madencili\u011fi desen arar, analizi \u00f6zetler<br \/>\n    C) Hi\u00e7bir fark yoktur<br \/>\n    D) Veri analizi veri toplar, madencili\u011fi analiz eder<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Veri madencili\u011fi, verilerden gizli desenler \u00e7\u0131karmaya odaklan\u0131r; veri analizi ise daha genel bir inceleme ve yorumlama s\u00fcrecidir.  <\/p>\n<p>15. Soru: Cross-validation tekni\u011finin amac\u0131 nedir?<br \/>\n    A) Veriyi tek bir kez b\u00f6lmek<br \/>\n    B) Modelin genelleme yetene\u011fini test etmek<br \/>\n    C) Yaln\u0131zca e\u011fitim verisi kullanmak<br \/>\n    D) Veriyi rastgele kar\u0131\u015ft\u0131rmak<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Cross-validation, veri setini birden fazla kez b\u00f6lerek modelin farkl\u0131 alt k\u00fcmelerde nas\u0131l performans g\u00f6sterdi\u011fini de\u011ferlendirir ve a\u015f\u0131r\u0131 uyumu \u00f6nler.<\/p>\n<\/div>\n<p><button id=\"copyquestionsBtn\" type=\"button\" onclick=\"myFunction()\">Sorular\u0131 Kopyala<\/button>\u00a0\u00a0or\u00a0\u00a0<button id=\"genquestionsBtn\" class=\"genbtnstyle\" type=\"button\" onclick=\"myFunction1()\">Kullanarak Sorular Olu\u015fturun AI<\/button><\/p>\n<h3 id=\"3\">B\u00f6l\u00fcm 3: Zaman ve Enerji Kaynak: AI teknolojisi ile s\u0131nav sorular\u0131 olu\u015fturun<\/h3>\n<div class=\"embed_video_blog\">\n<div class=\"embed-responsive embed-responsive-16by9\" style=\"margin-bottom:16px;\">\n <iframe class=\"embed-responsive-item\" src=\"https:\/\/www.youtube.com\/embed\/zlqho9igH2Y\"><\/iframe>\n<\/div>\n<\/div>\n<div class=\"getstarted-container\">\n<p style=\"margin-bottom: 13px;\">Yapay zekay\u0131 kullanarak otomatik olarak sorular olu\u015fturun<\/p>\n<div class=\"blog_double_btn clearfix\">\n<div class=\"col-sm-6  col-xs-12\">\n<div class=\"p-style-a\"><a class=\"get_started_btn\" href=\"https:\/\/onlineexammaker.com\/features\/ai-question-generator.html?refer=download_questions\" target=\"_blank\" rel=\"noopener\">AI Soru Olu\u015fturucu<\/a><\/div>\n<div class=\"p-style-b\">Her konu i\u00e7in sorular olu\u015fturun<\/div>\n<\/div>\n<div class=\"col-sm-6  col-xs-12\">\n<div class=\"p-style-a\"><a class=\"get_started_btn\" href=\"https:\/\/onlineexammaker.com\/sign-up.html?refer=blog_btn\"> Bir S\u0131nav Olu\u015ftur<\/a><\/div>\n<div class=\"p-style-b\">Sonsuza kadar %100 \u00fccretsiz<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><script src=\"https:\/\/unpkg.com\/@popperjs\/core@2\"><\/script><br \/>\n<script src=\"https:\/\/unpkg.com\/tippy.js@6\"><\/script><\/p>\n<p><script type=\"text\/javascript\">\nfunction myFunction() {\nvar copyText = document.getElementById(\"copy_questions\");console.log(copyText.innerText);navigator.clipboard.writeText(copyText.innerText);\n}\nfunction myFunction1() {\n\u00a0  \u00a0 \u00a0 window.open(\"https:\/\/onlineexammaker.com\/features\/ai-question-generator.html\");\n\u00a0 }\nvar copy1, copy2;\n        tippy('#copyquestionsBtn', {\n        'content': \"Copy questions to clipboard\",\n       trigger: 'mouseenter',\n       'onCreate':function(instance){\n              copy1 = instance;\n       },\n       'onTrigger' : function(instance, event) {\n              copy2.hide();\n       }\n       });\n       tippy('#copyquestionsBtn', {\n       'content': \"Copied successfully\",\n       trigger: 'click',\n       'onCreate':function(instance){\n              copy2 = instance;\n       },\n       'onTrigger' : function(instance, event) {\n              copy1.hide();\n       }\n       });\ntippy('#genquestionsBtn', {\n        'content': \"Generate questions using AI for free\",\n         trigger: 'mouseenter'\n       });\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Veri bilimi, verilerden de\u011ferli i\u00e7g\u00f6r\u00fcleri ve bilgileri elde etmek i\u00e7in \u00e7e\u015fitli teknikleri, y\u00f6ntemleri ve ara\u00e7lar\u0131 birle\u015ftiren disiplinleraras\u0131 bir aland\u0131r. B\u00fcy\u00fck ve karma\u015f\u0131k veri k\u00fcmelerindeki kal\u0131plar\u0131, e\u011filimleri ve ili\u015fkileri ortaya \u00e7\u0131karmak i\u00e7in bilimsel metodolojilerin, algoritmalar\u0131n ve istatistiksel analizlerin uygulanmas\u0131n\u0131 i\u00e7erir. Veri bilimi, veri odakl\u0131 kan\u0131tlara dayal\u0131 olarak bilin\u00e7li kararlar\u0131 anlamada, yorumlamada ve almada \u00f6nemli bir rol [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":14040,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6039],"tags":[],"class_list":["post-73617","post","type-post","status-publish","format-standard","hentry","category-questions-answers-tr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog\" \/>\n<meta property=\"og:description\" content=\"Veri bilimi, verilerden de\u011ferli i\u00e7g\u00f6r\u00fcleri ve bilgileri elde etmek i\u00e7in \u00e7e\u015fitli teknikleri, y\u00f6ntemleri ve ara\u00e7lar\u0131 birle\u015ftiren disiplinleraras\u0131 bir aland\u0131r. B\u00fcy\u00fck ve karma\u015f\u0131k veri k\u00fcmelerindeki kal\u0131plar\u0131, e\u011filimleri ve ili\u015fkileri ortaya \u00e7\u0131karmak i\u00e7in bilimsel metodolojilerin, algoritmalar\u0131n ve istatistiksel analizlerin uygulanmas\u0131n\u0131 i\u00e7erir. Veri bilimi, veri odakl\u0131 kan\u0131tlara dayal\u0131 olarak bilin\u00e7li kararlar\u0131 anlamada, yorumlamada ve almada \u00f6nemli bir rol [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/\" \/>\n<meta property=\"og:site_name\" content=\"OnlineExamMaker Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-19T06:20:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-25T08:16:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/onlineexammaker.com\/kb\/wp-content\/uploads\/2023\/08\/data-science.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"850\" \/>\n\t<meta property=\"og:image:height\" content=\"464\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Rebecca\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Rebecca\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/\",\"url\":\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/\",\"name\":\"15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog\",\"isPartOf\":{\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#website\"},\"datePublished\":\"2025-09-19T06:20:00+00:00\",\"dateModified\":\"2025-10-25T08:16:23+00:00\",\"author\":{\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#\/schema\/person\/8447ed5937ab8046fa68476e432b32b2\"},\"breadcrumb\":{\"@id\":\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/onlineexammaker.com\/kb\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#website\",\"url\":\"https:\/\/onlineexammaker.com\/kb\/\",\"name\":\"OnlineExamMaker Blog\",\"description\":\"OnlineExamMaker\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/onlineexammaker.com\/kb\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#\/schema\/person\/8447ed5937ab8046fa68476e432b32b2\",\"name\":\"Rebecca\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/5f03edf06dd3745ea73e610a6d830a63?s=96&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/5f03edf06dd3745ea73e610a6d830a63?s=96&r=g\",\"caption\":\"Rebecca\"},\"url\":\"https:\/\/onlineexammaker.com\/kb\/author\/rebeccaoem\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-science-quiz-questions-and-answers-tr\/","og_locale":"en_US","og_type":"article","og_title":"15 Veri Bilimi Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog","og_description":"Veri bilimi, verilerden de\u011ferli i\u00e7g\u00f6r\u00fcleri ve bilgileri elde etmek i\u00e7in \u00e7e\u015fitli teknikleri, y\u00f6ntemleri ve ara\u00e7lar\u0131 birle\u015ftiren disiplinleraras\u0131 bir aland\u0131r. B\u00fcy\u00fck ve karma\u015f\u0131k veri k\u00fcmelerindeki kal\u0131plar\u0131, e\u011filimleri ve ili\u015fkileri ortaya \u00e7\u0131karmak i\u00e7in bilimsel metodolojilerin, algoritmalar\u0131n ve istatistiksel analizlerin uygulanmas\u0131n\u0131 i\u00e7erir. 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