{"id":10956,"date":"2023-09-07T12:39:50","date_gmt":"2023-09-07T09:39:50","guid":{"rendered":"https:\/\/www.hosting.com.tr\/blog\/?p=10956"},"modified":"2025-08-18T15:03:32","modified_gmt":"2025-08-18T12:03:32","slug":"kaggle","status":"publish","type":"post","link":"https:\/\/www.hosting.com.tr\/blog\/kaggle\/","title":{"rendered":"Kaggle Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r? Veri Bilimcilerin Verimli Ortam\u0131: Kaggle"},"content":{"rendered":"\r\n<p>Makine \u00f6\u011frenimi merakl\u0131lar\u0131n\u0131n tahmine dayal\u0131 do\u011fruluk puanlar\u0131 \u00fczerinde rekabet etmeleri i\u00e7in sanal bir bulu\u015fma noktas\u0131 olarak ba\u015flat\u0131lan ve Google taraf\u0131ndan sat\u0131n al\u0131nan veri bilimi platformu Kaggle, daha sonra veri odakl\u0131 pazarlamac\u0131lar da dahil olmak \u00fczere veri profesyonellerinin analitik oyunlar\u0131n\u0131 geli\u015ftirmelerine yard\u0131mc\u0131 olabilecek, veri bilimi ve analitik i\u00e7in her \u015feye yarayan bir platforma d\u00f6n\u00fc\u015ft\u00fc.<\/p>\r\n\r\n\r\n\r\n<p>Giderek artan say\u0131da veri sorununu \u00e7\u00f6zmeye yard\u0131mc\u0131 olabilecek Kaggle, \u00fccretsiz bir hizmet olmas\u0131na ra\u011fmen size a\u015fa\u011f\u0131daki konularda yard\u0131mc\u0131 olabilir:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Mevcut m\u00fc\u015fteri ve pazarlama verilerini zenginle\u015ftirmek i\u00e7in g\u00fcvenilir veri kaynaklar\u0131n\u0131n nas\u0131l bulunaca\u011f\u0131<\/li>\r\n<li>Tekerle\u011fi yeniden icat etmeden yeni bir veri analizi i\u00e7in fikir, ilham ve ilgili kodun nas\u0131l bulunaca\u011f\u0131<\/li>\r\n<li>Meslekta\u015flarla bir veri projesinde nas\u0131l verimli bir \u015fekilde i\u015fbirli\u011fi yap\u0131l\u0131r?\u00a0<\/li>\r\n<li>Makine \u00f6\u011frenimi ve yapay zekan\u0131n pazarlama analiti\u011fi projelerine nas\u0131l uygulanaca\u011f\u0131<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-nedir\">Kaggle Nedir?<\/h2>\r\n<div class=\"su-youtube su-u-responsive-media-yes\"><iframe loading=\"lazy\" width=\"600\" height=\"400\" src=\"https:\/\/www.youtube.com\/embed\/TNzDMOg_zsw?\" frameborder=\"0\" allowfullscreen allow=\"autoplay; encrypted-media; picture-in-picture\" title=\"\"><\/iframe><\/div>\r\n\r\n\r\n\r\n<p>2010 y\u0131l\u0131nda kurulan Kaggle, Makine \u00f6\u011frenimi yar\u0131\u015fmalar\u0131na ev sahipli\u011fi yapan bir platform olarak pop\u00fclerlik kazanm\u0131\u015ft\u0131r.<\/p>\r\n\r\n\r\n\r\n<p>Platformun amac\u0131, bir veri sorununu \u00e7\u00f6zmek i\u00e7in d\u00fcnyan\u0131n d\u00f6rt bir yan\u0131ndaki binlerce veri bilimcisinin kolektif zekas\u0131ndan yararlanmakt\u0131 (ve hala da \u00f6yle).<\/p>\r\n\r\n\r\n\r\n<p>2017 y\u0131l\u0131nda Kaggle Google taraf\u0131ndan sat\u0131n al\u0131nd\u0131. Sat\u0131n almadan sonra veri bilimi ve analiti\u011fin daha fazla alan\u0131na girmeye ba\u015flan\u0131ld\u0131. Ama\u00e7, veri uzmanlar\u0131 i\u00e7in tek durak noktas\u0131 haline gelmekti.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"veri-bilimi-nedir\">Veri Bilimi Nedir?<\/h2>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"500\" class=\"wp-image-11050\" src=\"https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/veri-bilimi-nedir.jpeg\" alt=\"\" srcset=\"https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/veri-bilimi-nedir.jpeg 1000w, https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/veri-bilimi-nedir-300x150.jpeg 300w, https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/veri-bilimi-nedir-768x384.jpeg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<p>Veri bilimi, dijital verilerin toplanmas\u0131 ve analiz edilmesi, i\u00e7g\u00f6r\u00fclerin \u00e7\u0131kar\u0131lmas\u0131 ve elde edilmesi, bu verilere dayanarak bilin\u00e7li kararlar al\u0131nmas\u0131 ve bunlar\u0131n anlaml\u0131 ve de\u011ferli eylemlere d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesiyle ilgilidir. T\u00fcm bu nedenlerden \u00f6t\u00fcr\u00fc veri bilimi, b\u00fcy\u00fckl\u00fc\u011f\u00fc ne olursa olsun i\u015fletmeler i\u00e7in gereklidir.<\/p>\r\n\r\n\r\n\r\n<p>Veri bilimcilerin analiz etti\u011fi 2 t\u00fcr veri vard\u0131r. Bu veriler, hem yap\u0131land\u0131r\u0131lm\u0131\u015f hem de yap\u0131land\u0131r\u0131lmam\u0131\u015f olabilir.<\/p>\r\n\r\n\r\n\r\n<p>Yap\u0131land\u0131r\u0131lm\u0131\u015f veriler, bir Excel elektronik tablosundaki veya CSV dosyas\u0131ndaki say\u0131sal veriler veya metin de\u011ferleri gibi g\u00f6r\u00fcnebilir. Yap\u0131land\u0131r\u0131lm\u0131\u015f veriler genellikle tablo bi\u00e7imindedir, sat\u0131rlar ve s\u00fctunlar halinde d\u00fczenlenir ve bir veri taban\u0131nda saklan\u0131r.<\/p>\r\n\r\n\r\n\r\n<p>Yap\u0131land\u0131r\u0131lmam\u0131\u015f veriler ise say\u0131lar, metinler, resimler, videolar veya ses dosyalar\u0131ndan elde edilen veriler olabilir.<\/p>\r\n\r\n\r\n\r\n<p>Veri bilimciler bu b\u00fcy\u00fck hacimli yap\u0131land\u0131r\u0131lm\u0131\u015f ve yap\u0131land\u0131r\u0131lmam\u0131\u015f verileri analiz eder, anlaml\u0131 i\u00e7g\u00f6r\u00fcler \u00fcretir ve bilin\u00e7li kararlar al\u0131r.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-nasil-calisir\">Kaggle Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h2>\r\n\r\n\r\n\r\n<p>Kaggle&#8217;daki her yar\u0131\u015fman\u0131n kendisiyle ili\u015fkili bir veri k\u00fcmesi ve ula\u015fman\u0131z gereken bir hedefi vard\u0131r (\u00f6rne\u011fin, konut fiyatlar\u0131n\u0131 tahmin etmek veya kanser h\u00fccrelerini tespit etmek). Verilere m\u00fcmk\u00fcn oldu\u011funca s\u0131k eri\u015febilir ve tahmin modelinizi olu\u015fturabilirsiniz. Yine de, \u00e7\u00f6z\u00fcm\u00fcn\u00fcz\u00fc bir kez g\u00f6nderdikten sonra gelecekteki g\u00f6nderimler i\u00e7in bunu kullanamazs\u0131n\u0131z.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Bu, herkesin birbiriyle yar\u0131\u015f\u0131rken ayn\u0131 noktadan ba\u015flamas\u0131n\u0131 sa\u011flar, b\u00f6ylece sorunu \u00e7\u00f6zmeye \u00e7al\u0131\u015fan ki\u015filerden daha fazla hesaplama g\u00fcc\u00fcne sahip olanlara avantaj sa\u011flanmaz.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Yar\u0131\u015fmalar, karma\u015f\u0131kl\u0131k seviyelerine, ne kadar s\u00fcrd\u00fcklerine, para \u00f6d\u00fcl\u00fc i\u00e7erip i\u00e7ermediklerine vb. ba\u011fl\u0131 olarak farkl\u0131 kategorilere ayr\u0131l\u0131r. B\u00f6ylece farkl\u0131 deneyim seviyelerine sahip kullan\u0131c\u0131lar ayn\u0131 arenada birbirlerine kar\u015f\u0131 yar\u0131\u015fabilir.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-nasil-kullanilir\">Kaggle Nas\u0131l Kullan\u0131l\u0131r?<\/h2>\r\n\r\n\r\n\r\n<p>Veri biliminde Kaggle kullanmak i\u00e7in atman\u0131z gereken ad\u0131mlar a\u015fa\u011f\u0131daki \u015fekildedir:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Bir programlama dili se\u00e7in\u00a0.<\/li>\r\n<li>Verileri ke\u015ffetmenin temellerini \u00f6\u011frenin.\u00a0<\/li>\r\n<li>\u0130lk makine \u00f6\u011frenimi modelinizi e\u011fitin.\u00a0<\/li>\r\n<li>Ba\u015flang\u0131\u00e7 yar\u0131\u015fmalar\u0131n\u0131n \u00fcstesinden gelin.\u00a0<\/li>\r\n<li>\u00d6\u011frenmeleri en \u00fcst d\u00fczeye \u00e7\u0131karmak i\u00e7in yar\u0131\u015f\u0131n.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" class=\"wp-image-11051\" src=\"https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/kaagle-nasil-kullanilir-768x1024.png\" alt=\"\" srcset=\"https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/kaagle-nasil-kullanilir-768x1025.png 768w, https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/kaagle-nasil-kullanilir-225x300.png 225w, https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/kaagle-nasil-kullanilir.png 1024w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\r\n<figcaption>Kaynak: Kaggle<\/figcaption>\r\n<\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"veri-bilimi-icin-neden-kaggle-kullanilmalidir\">Veri Bilimi \u0130\u00e7in Neden Kaggle Kullan\u0131lmal\u0131d\u0131r?\u00a0<\/h2>\r\n\r\n\r\n\r\n<p>Kaggle \u00f6\u011frenme b\u00f6l\u00fcm\u00fcnde Python, Makine \u00d6\u011frenimine Giri\u015f, Veri G\u00f6rselle\u015ftirme, Veri Temizleme ve benzeri bir\u00e7ok faydal\u0131 kurs bulabilirsiniz. Bu kurslar makine \u00f6\u011frenimi algoritmalar\u0131n\u0131n arkas\u0131ndaki matemati\u011fi a\u00e7\u0131klamaz, ancak size bir veri bilimcisi i\u00e7in gerekli ilkeleri \u00f6\u011fretir Bu, genellikle materyalleri incelemek i\u00e7in harcanan zamandan tasarruf etmenize yard\u0131mc\u0131 olur.<\/p>\r\n\r\n\r\n\r\n<p>Yeni ba\u015flayan bir veri bilimci olarak, Kaggle&#8217;da bulunan veri k\u00fcmelerini ke\u015ffetmeye ba\u015flayabilirsiniz, \u015fu anda Kaggle&#8217;da 50.000&#8217;den fazla veri k\u00fcmesi bulunmaktad\u0131r. Ek olarak ilk tahmin modelinizi olu\u015fturmaya ba\u015flayabilir veya bir yar\u0131\u015fmaya kat\u0131labilirsiniz.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-yarismalari-nelerdir\">Kaggle Yar\u0131\u015fmalar\u0131 Nelerdir?<\/h2>\r\n\r\n\r\n\r\n<p>Kaggle&#8217;da bir\u00e7ok farkl\u0131 yar\u0131\u015fma t\u00fcr\u00fc mevcuttur. Mikroskop g\u00f6r\u00fcnt\u00fclerindeki kanser h\u00fccrelerini tahmin etmekten, herhangi bir g\u00fcndeki fazla mesai de\u011fi\u015fiklikleri i\u00e7in uydu g\u00f6r\u00fcnt\u00fclerini analiz etmeye kadar her konuda bir yar\u0131\u015fmaya kat\u0131labilirsiniz.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Baz\u0131 \u00f6rnekler a\u015fa\u011f\u0131dakileri i\u00e7erir:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Beygir g\u00fcc\u00fc ve kat edilen mesafe gibi \u00f6zelliklere dayal\u0131 olarak araba fiyatlar\u0131n\u0131 tahmin etme<\/li>\r\n<li>\u0130llere g\u00f6re oy verme kal\u0131plar\u0131n\u0131 tahmin etme<\/li>\r\n<li>En \u00e7ok orman kayb\u0131n\u0131n hangi \u00fclkelerde oldu\u011funu g\u00f6rmek i\u00e7in uydu g\u00f6r\u00fcnt\u00fclerinin analiz edilmesi<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-a-nasil-uye-olunur\"><span id=\"kagglea-nasil-uye-olunur\">Kaggle&#8217;a Nas\u0131l \u00dcye Olunur?<\/span><\/h2>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/www.kaggle.com\/account\/login?phase=startRegisterTab&amp;returnUrl=%2F\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Kaggle<\/a>&#8216;\u0131 kullanmaya ba\u015flamak i\u00e7in linke t\u0131klayarak kay\u0131t olman\u0131z gerekir. Bu noktada iki se\u00e7ene\u011finiz olacak: bir Google hesab\u0131yla veya bir e-posta adresiyle kay\u0131t i\u015flemini ger\u00e7ekle\u015ftirebilirsiniz. Kay\u0131t olduktan sonra e-posta ile bir onay alacaks\u0131n\u0131z. Gelen e-posta\u2019y\u0131 onaylad\u0131ktan sonra Kaggle\u2019a giri\u015f yapabilirsiniz.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"500\" class=\"wp-image-11052\" src=\"https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/kaggle-a-nasil-uye-olunur.jpeg\" alt=\"\" srcset=\"https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/kaggle-a-nasil-uye-olunur.jpeg 1000w, https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/kaggle-a-nasil-uye-olunur-300x150.jpeg 300w, https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2023\/09\/kaggle-a-nasil-uye-olunur-768x384.jpeg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-not-defteri-nedir-nasil-kullanilir\">Kaggle Not Defteri Nedir? Nas\u0131l Kullan\u0131l\u0131r?<\/h2>\r\n\r\n\r\n\r\n<p>Kaggle, bir sonraki makine \u00f6\u011frenimi projesi i\u00e7in veri k\u00fcmeleri arayanlar i\u00e7in ba\u015fkalar\u0131n\u0131n herkese a\u00e7\u0131k veri k\u00fcmelerine eri\u015fmenize ve kendi veri k\u00fcmelerinizi payla\u015fman\u0131za olanak tan\u0131r. Kendi makine \u00f6\u011frenimi modellerini olu\u015fturmak ve e\u011fitmek isteyenler i\u00e7in Kaggle ayr\u0131ca bir taray\u0131c\u0131 i\u00e7i not defteri sunar. Ayr\u0131ca ba\u015fkalar\u0131n\u0131n herkese a\u00e7\u0131k not defterlerine de bakman\u0131za olanak tan\u0131r.<\/p>\r\n\r\n\r\n\r\n<p>Kaggle Notebook&#8217;lar\u0131 kullanmaya ba\u015flamak i\u00e7in, mevcut bir Google hesab\u0131n\u0131 kullanarak veya e-postan\u0131z\u0131 kullanarak bir Kaggle hesab\u0131 olu\u015fturman\u0131z gerekir.<\/p>\r\n\r\n\r\n\r\n<p>Ard\u0131ndan, &#8220;Code&#8221; sayfas\u0131na gidin.<\/p>\r\n\r\n\r\n\r\n<p>Daha sonra kendi not defterlerinizin yan\u0131 s\u0131ra ba\u015fkalar\u0131n\u0131n herkese a\u00e7\u0131k not defterlerini de g\u00f6rebilirsiniz. Kendi not defterinizi olu\u015fturmak i\u00e7in New Notebook&#8217;a t\u0131klay\u0131n.<\/p>\r\n\r\n\r\n\r\n<p>Bu ad\u0131mdan sonra bir\u00e7ok benzer komut ve k\u0131sayol i\u00e7eren yeni not defterinizi olu\u015fturacakt\u0131r.<\/p>\r\n\r\n\r\n\r\n<p>Ayr\u0131ca File -&gt; Editor Type&#8217;a giderek not defteri d\u00fczenleyicisi ile kod d\u00fczenleyicisi aras\u0131nda ge\u00e7i\u015f yapabilirsiniz.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-i-kimler-kullanir\"><span id=\"kagglei-kimler-kullanir\">Kaggle&#8217;\u0131 Kimler Kullan\u0131r?<\/span><\/h2>\r\n\r\n\r\n\r\n<p>Bir\u00e7ok \u00f6\u011fretici ve veri setinin haz\u0131r olmas\u0131 nedeniyle makine \u00f6\u011frenimi merakl\u0131lar\u0131 Kaggle ile \u00e7ok ilgilenir.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Kaggle; makine \u00f6\u011frenimi hakk\u0131nda daha fazla bilgi edinmek, \u00f6\u011frendiklerini uygulamak ve di\u011fer veri bilimcilerle rekabet etmek i\u00e7in m\u00fckemmel bir yerdir.<\/p>\r\n\r\n\r\n\r\n<p>Bu noktada i\u015flerinde makine \u00f6\u011frenimini kullanmak isteyen veri analistleri, sat\u0131\u015f rakamlar\u0131n\u0131 tahmin etmek veya m\u00fc\u015fteri davran\u0131\u015flar\u0131n\u0131 \u00f6ng\u00f6rmek gibi i\u015fle ilgili g\u00f6revlerin performans\u0131n\u0131 art\u0131racak ara\u00e7lar\u0131 se\u00e7erken Kaggle&#8217;a ba\u015fvurabilirler.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Buna ek olarak, \u00fc\u00e7\u00fcnc\u00fc taraf \u00e7\u00f6z\u00fcmler arayan i\u015fletmeler, Kaggle&#8217;\u0131n ihtiya\u00e7 duydu\u011fu hizmeti sunan \u015firketlerin kapsaml\u0131 listesinden faydalanabilir.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-veri-seti-ornekleri\">Kaggle Veri Seti \u00d6rnekleri<\/h2>\r\n\r\n\r\n\r\n<p>A\u015fa\u011f\u0131daki listede Kaggle i\u00e7in veri seti \u00f6rnekleri bulabilirsiniz:<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"1-titanic-dataset-baslangic\">1. Titanic Dataset (Ba\u015flang\u0131\u00e7)<\/h3>\r\n\r\n\r\n\r\n<p>Titanic veri k\u00fcmesi muhtemelen Kaggle&#8217;daki en pop\u00fcler veri k\u00fcmelerinden biridir. \u00c7ok say\u0131da de\u011fi\u015fkene (13) ve kayda (1500&#8217;den fazla) sahip oldu\u011fu i\u00e7in ba\u015flamak i\u00e7in harika bir veri k\u00fcmesidir. Bu veri k\u00fcmesi Titanik&#8217;te seyahat eden yolcular hakk\u0131nda bilgi i\u00e7erir.<\/p>\r\n\r\n\r\n\r\n<p>Veri k\u00fcmesinin amac\u0131, bir yolcunun \u00f6zelliklerine g\u00f6re hayatta kal\u0131p kalmad\u0131\u011f\u0131n\u0131 tahmin etmektir.<\/p>\r\n\r\n\r\n\r\n<p>\u00d6rne\u011fin, veri setine dayanarak, evli kad\u0131nlar\u0131n hayatta kalma olas\u0131l\u0131\u011f\u0131n\u0131n bekar erkeklerden daha y\u00fcksek oldu\u011funu g\u00f6rebilirsiniz.<\/p>\r\n\r\n\r\n\r\n<p>Veri k\u00fcmesindeki de\u011fi\u015fkenlere \u00f6rnekler a\u015fa\u011f\u0131dakileri i\u00e7erir:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Ya\u015f<\/li>\r\n<li>Cinsiyet<\/li>\r\n<li>Medeni durum<\/li>\r\n<li>Yelken s\u0131n\u0131f\u0131 (Birinci, \u0130kinci, \u00dc\u00e7\u00fcnc\u00fc)<\/li>\r\n<li>Kalk\u0131\u015f yeri (Londra, Southampton)<\/li>\r\n<li>Yolcu bilet numaras\u0131<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>Bu veri setine nas\u0131l yakla\u015f\u0131laca\u011f\u0131na dair pek \u00e7ok e\u011fitim bulunmaktad\u0131r. E\u011fer bir meydan okuma ar\u0131yorsan\u0131z, farkl\u0131 bini\u015f noktalar\u0131 i\u00e7in hayatta kalma oranlar\u0131n\u0131 tahmin etmeyi de deneyebilirsiniz.<br \/>Veri setini buradan indirebilirsiniz: <a href=\"https:\/\/www.kaggle.com\/c\/titanic\">Titanic Dataset<\/a><\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"2-meme-kanseri-wisconsin\">2. Meme Kanseri Wisconsin<\/h3>\r\n\r\n\r\n\r\n<p>Meme Kanseri Wisconsin, daha deneyimli veri bilimcilerin kulland\u0131\u011f\u0131 veri k\u00fcmesidir. Bu Kaggle veri seti, Wisconsin&#8217;deki meme kanseri hastalar\u0131 hakk\u0131nda bilgiler i\u00e7erir. Bu veri setinin temel amac\u0131, bir hastan\u0131n \u00f6zelliklerine ba\u011fl\u0131 olarak meme kanseri olup olmad\u0131\u011f\u0131n\u0131 tahmin etmektir. \u00d6rne\u011fin, t\u00fcm\u00f6r boyutu 0,5 cm&#8217;den k\u00fc\u00e7\u00fck olan hastalar\u0131 g\u00f6rd\u00fc\u011f\u00fcn\u00fczde, hayatta kalma oran\u0131 y\u00fcksektir, bunun tersi de ge\u00e7erlidir.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"3-mnist-handwritten-digits\">3. MNIST Handwritten Digits<\/h3>\r\n\r\n\r\n\r\n<p>MNIST Handwritten Digits, el yaz\u0131s\u0131 rakamlardan olu\u015fan bir oyuncak seti i\u00e7eren bir Kaggle veri k\u00fcmesidir. Boyutlar\u0131 28 X 28 piksel olan g\u00f6r\u00fcnt\u00fcler i\u00e7erir ve 60.000 e\u011fitim \u00f6rne\u011fi ve 10.000&#8217;den fazla test vakas\u0131 vard\u0131r.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Bu veri setinin temel amac\u0131, e\u011fitim ve test veri setindeki t\u00fcm rakamlar\u0131 do\u011fru bir \u015fekilde s\u0131n\u0131fland\u0131rmakt\u0131r. Bu t\u00fcr bir veri seti i\u00e7in Evri\u015fimsel Sinir A\u011flar\u0131n\u0131 kullanman\u0131z gerekir. Daha iyi bir anlay\u0131\u015f sa\u011flamak istiyorsan\u0131z, Kaggle toplulu\u011funda bununla ilgili \u00f6\u011freticiler vard\u0131r.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"4-cifar-100\">4. CIFAR-100\u00a0<\/h3>\r\n\r\n\r\n\r\n<p>CIFAR-100, makine \u00f6\u011frenimi becerilerinizi geli\u015ftirebilece\u011finiz bir Kaggle veri k\u00fcmesidir. Bu veri k\u00fcmesi alt\u0131 kategorideki nesnelerin 100 g\u00f6r\u00fcnt\u00fcs\u00fcnden olu\u015fur: araba, geyik, kedi, k\u00f6pek, u\u00e7ak ve gemi.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Her g\u00f6r\u00fcnt\u00fc 32 X 32 pikseldir ve ye\u015fil, mavi ve k\u0131rm\u0131z\u0131 olmak \u00fczere \u00fc\u00e7 farkl\u0131 renk kanal\u0131na sahiptir. Bu veri k\u00fcmesinin temel amac\u0131, her bir g\u00f6r\u00fcnt\u00fcn\u00fcn alt\u0131 kategoriden hangisine ait oldu\u011funu tahmin etmektir. Toplulukta bulunan e\u011fitimler ile bu konuda daha fazla bilgi edinebilirsiniz.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"5-avrupa-futbol-veri-seti\">5. Avrupa Futbol Veri Seti<\/h3>\r\n\r\n\r\n\r\n<p>European Soccer Dataset, veri analizi ve makine \u00f6\u011frenimi konusunda size yard\u0131mc\u0131 olacak bir Kaggle veri setidir. 25.000&#8217;den fazla ma\u00e7, 10.000&#8217;den fazla oyuncu ve lider \u015fampiyonluklar\u0131yla birlikte 11 Avrupa \u00fclkesi i\u00e7in veriler i\u00e7erir.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Ayr\u0131ca oyuncular ve tak\u0131mlar, katk\u0131lar\u0131, tak\u0131m dizili\u015fi ve gol t\u00fcrleri, kornerler, fauller ve topa sahip olma gibi ayr\u0131nt\u0131l\u0131 ma\u00e7 olaylar\u0131n\u0131 da i\u00e7erir. T\u00fcm ma\u00e7lar\u0131n kapsaml\u0131 verilerini bu veri setinde bulabilirsiniz.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"6-makine-ogrenimi-ve-veri-bilimi-anketi\">6. Makine \u00d6\u011frenimi ve Veri Bilimi Anketi<\/h3>\r\n\r\n\r\n\r\n<p>Kaggle, veri bilimi ve makine \u00f6\u011frenimi alanlar\u0131na kapsaml\u0131 bir genel bak\u0131\u015f olu\u015fturmak amac\u0131yla birka\u00e7 y\u0131l \u00f6nce sekt\u00f6r genelinde bir anket d\u00fczenledi. Bu ankete 16 binden fazla yan\u0131t geldi.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Bu inovasyon alanlar\u0131 hakk\u0131nda toplanan bilgiler, veri biliminin y\u0131llar i\u00e7inde \u00f6nemli bir teknolojik geli\u015fme olmas\u0131n\u0131 sa\u011flad\u0131.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"7-tibbi-maliyet-kisisel-veri-seti\">7. T\u0131bbi Maliyet Ki\u015fisel Veri Seti<\/h3>\r\n\r\n\r\n\r\n<p>Medical Cost Personal Dataset, regresyon modelini kullanarak sigorta tahmininde bulunabilen bir Kaggle veri setidir. Bu veri k\u00fcmesinde ya\u015f, cinsiyet, v\u00fccut kitlesi, \u00e7ocuklar, sigara i\u00e7enler, b\u00f6lge vb. de\u011fi\u015fkenler bulunur.<\/p>\r\n\r\n\r\n\r\n<p>Bu veri setini GitHub&#8217;dan da kullanabilirsiniz.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"kaggle-ile-ilgili-en-cok-sorulan-sorular\">Kaggle \u0130le \u0130lgili En \u00c7ok Sorulan Sorular<\/h2>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"1-kaggle-ucretsiz-mi\">1. Kaggle \u00fccretsiz mi?<\/h3>\r\n\r\n\r\n\r\n<p>Tamamen \u00fccretsizdir. \u00c7e\u015fitli veri k\u00fcmelerine ula\u015fabilir, yar\u0131\u015fmalara kat\u0131labilir, kod \u00f6rneklerini inceleyebilir ve \u00e7al\u0131\u015fmalar\u0131n\u0131z\u0131 s\u0131f\u0131r maliyetle sergileyebilirsiniz. Ba\u015flamak i\u00e7in Kaggle.com adresinden kaydolabilir ve bir hesap olu\u015fturabilirsiniz.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"2-kaggle-kurucusu-kimdir\">2. Kaggle kurucusu kimdir?<\/h3>\r\n\r\n\r\n\r\n<p>Kaggle, Anthony Goldbloom taraf\u0131ndan kurulmu\u015ftur. Anthony Goldbloom, Avustralyal\u0131 bir giri\u015fimci ve veri bilimci olarak bilinir.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\" id=\"3-kaggle-skoru-veri-bilimi-kariyeri-icin-onemli-midir\">3. Kaggle skoru veri bilimi kariyeri i\u00e7in \u00f6nemli midir?<\/h3>\r\n\r\n\r\n\r\n<p>Evet, Kaggle skoru veri bilimi kariyeri i\u00e7in \u00f6nemli bir fakt\u00f6r olabilir, ancak tek ba\u015f\u0131na yeterli de\u011fildir. Kaggle, veri bilimi becerilerinizi geli\u015ftirmek, ger\u00e7ek d\u00fcnya veri problemleriyle \u00e7al\u0131\u015fmak ve veri bilimi toplulu\u011fuyla etkile\u015fimde bulunmak i\u00e7in harika bir platformdur. Kaggle yar\u0131\u015fmalar\u0131na kat\u0131larak ve projeler olu\u015fturarak elde etti\u011finiz skorlar, potansiyel i\u015fverenlere veya akademik kurumlara veri bilimi yetenekleriniz hakk\u0131nda bir fikir verebilir.<\/p>\r\n","protected":false},"excerpt":{"rendered":"Makine \u00f6\u011frenimi merakl\u0131lar\u0131n\u0131n tahmine dayal\u0131 do\u011fruluk puanlar\u0131 \u00fczerinde rekabet etmeleri i\u00e7in sanal bir bulu\u015fma noktas\u0131 olarak ba\u015flat\u0131lan ve&hellip;\n","protected":false},"author":20,"featured_media":11049,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"csco_singular_sidebar":"","csco_page_header_type":"","csco_appearance_grid":"","csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"footnotes":""},"categories":[352,346],"tags":[],"class_list":{"0":"post-10956","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-analytics","8":"category-yazilim-programlama","9":"cs-entry","10":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Kaggle Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r? Veri Bilimcilerin Verimli Ortam\u0131: Kaggle - Hosting.com.tr<\/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:\/\/www.hosting.com.tr\/blog\/kaggle\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Kaggle Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r? 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Veri Bilimcilerin Verimli Ortam\u0131: Kaggle - Hosting.com.tr","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:\/\/www.hosting.com.tr\/blog\/kaggle\/","og_locale":"tr_TR","og_type":"article","og_title":"Kaggle Nedir, Nas\u0131l \u00c7al\u0131\u015f\u0131r? 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