{"id":2787,"date":"2024-11-03T03:30:12","date_gmt":"2024-11-03T00:30:12","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/veri-biliminde-istatistigin-rolu\/"},"modified":"2024-11-03T03:30:12","modified_gmt":"2024-11-03T00:30:12","slug":"veri-biliminde-istatistigin-rolu","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/veri-biliminde-istatistigin-rolu\/","title":{"rendered":"Veri Biliminde \u0130statisti\u011fin Rol\u00fc"},"content":{"rendered":"

Veri Biliminde \u0130statisti\u011fin Rol\u00fc<\/p>\n

Veri bilimi, verilerden bilgi \u00e7\u0131karmak i\u00e7in istatistik, bilgisayar bilimi ve alan bilgisi gibi \u00e7e\u015fitli disiplinleri birle\u015ftiren h\u0131zla geli\u015fen bir aland\u0131r. Veri bilimi, sa\u011fl\u0131k, finans ve pazarlama gibi \u00e7e\u015fitli sekt\u00f6rlerde b\u00fcy\u00fck miktarda veriyi analiz etmek i\u00e7in kullan\u0131l\u0131yor. Ve istatistik, bu s\u00fcrecin olmazsa olmaz bir par\u00e7as\u0131.<\/p>\n

\u0130statistik, veri biliminde temel bir rol oynar ve temel kavramlar\u0131ndan bir\u00e7o\u011funu sa\u011flar. Veri biliminin merkezinde, veri k\u00fcmeleri hakk\u0131nda anlaml\u0131 \u00e7\u0131kar\u0131mlarda bulunmak i\u00e7in verilerin analiz edilmesidir. \u0130statistik, verilerin toplanmas\u0131, \u00f6zetlenmesi ve analiz edilmesinin do\u011fru ve verimli yollar\u0131n\u0131 sunarak bu s\u00fcreci y\u00f6nlendirir. Bu nedenle, istatisti\u011fin rol\u00fc, veri biliminin temeli olarak kabul edilebilir.<\/p>\n

## Veri Biliminde \u0130statisti\u011fin \u00d6nemli Rolleri<\/p>\n

\u0130statistik, veri biliminde \u00e7e\u015fitli \u00f6nemli roller oynar: <\/p>\n

* **Veri Toplama ve \u00d6rnekleme:** \u0130statistik, veri toplama y\u00f6ntemlerini ve rasgele \u00f6rnekleme tekniklerini sa\u011flar. Bu teknikler, temsili bir veri k\u00fcmesi elde etmek ve veri k\u00fcmesinin genel n\u00fcfusu do\u011fru bir \u015fekilde temsil etmesini sa\u011flamak i\u00e7in gereklidir.
\n* **Veri A\u00e7\u0131klama ve G\u00f6rselle\u015ftirme:** \u0130statistik, tan\u0131mlay\u0131c\u0131 istatistikler ve g\u00f6rselle\u015ftirme teknikleri arac\u0131l\u0131\u011f\u0131yla verileri \u00f6zetlemeyi ve anlamay\u0131 sa\u011flar. Bu, ortalama, medyan, standart sapma ve histogram gibi \u00f6l\u00e7\u00fctler arac\u0131l\u0131\u011f\u0131yla verilerin temel \u00f6zelliklerini belirlememize yard\u0131mc\u0131 olur.
\n* **Veri Analizi ve Modelleme:** \u0130statistik, regresyon analizi, hipotez testi ve varyans analizi gibi \u00e7e\u015fitli istatistiksel y\u00f6ntemler sunar. Bu y\u00f6ntemler, veri k\u00fcmeleri aras\u0131ndaki ili\u015fkileri ke\u015ffetmek, hipotezleri test etmek ve tahmin modellerini olu\u015fturmak i\u00e7in kullan\u0131l\u0131r.
\n* **Model De\u011ferlendirmesi ve Se\u00e7imi:** \u0130statistik, model performans\u0131n\u0131 de\u011ferlendirmek ve kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in \u00f6l\u00e7\u00fctler sa\u011flar. Bu \u00f6l\u00e7\u00fctler, en iyi uyumu sa\u011flayacak ve ger\u00e7ek d\u00fcnya senaryolar\u0131nda tahminler yapmak i\u00e7in en uygun modeli se\u00e7meye yard\u0131mc\u0131 olur.<\/p>\n

## \u0130statisti\u011fin D\u00fc\u015f\u00fcnd\u00fcr\u00fcc\u00fc \u00d6rnekleri<\/p>\n

\u0130statisti\u011fin veri biliminde nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 g\u00f6steren baz\u0131 \u00f6rnekler \u015funlard\u0131r: <\/p>\n

* **Pazarlama:** \u0130statistikler, m\u00fc\u015fteri segmentasyonu ve hedefleme i\u00e7in kullan\u0131l\u0131yor. Pazarlamac\u0131lar, m\u00fc\u015fterilerinin sat\u0131n alma al\u0131\u015fkanl\u0131klar\u0131n\u0131 analiz etmek ve pazarlama kampanyalar\u0131n\u0131 ki\u015fiselle\u015ftirmek i\u00e7in istatistiksel modeller kullanabilir.
\n* **Sa\u011fl\u0131k:** \u0130statistikler, yeni ila\u00e7lar\u0131 ve tedavileri de\u011ferlendirmek i\u00e7in kullan\u0131l\u0131yor. Klinik ara\u015ft\u0131rmac\u0131lar, ila\u00e7lar\u0131n etkinli\u011fini ve g\u00fcvenli\u011fini belirlemek i\u00e7in istatistiksel y\u00f6ntemler kullan\u0131rlar.
\n* **Finans:** \u0130statistikler, finansal riskleri de\u011ferlendirmek ve yat\u0131r\u0131m stratejilerini geli\u015ftirmek i\u00e7in kullan\u0131l\u0131yor. Finansal analistler, ge\u00e7mi\u015f verileri analiz etmek ve gelecekteki fiyat hareketlerini tahmin etmek i\u00e7in istatistiksel modeller kullan\u0131rlar. <\/p>\n

## Sonu\u00e7<\/p>\n

\u0130statistik, veri biliminde olmazsa olmaz bir unsurdur ve veri bilimi problemlerinin \u00e7e\u015fitli y\u00f6nlerini ele almak i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. \u0130statisti\u011fin sa\u011flad\u0131\u011f\u0131 ara\u00e7lar, verileri analiz etmek, anlaml\u0131 \u00e7\u0131kar\u0131mlarda bulunmak ve veriye dayal\u0131 kararlar almak i\u00e7in gereklidir. Veri biliminin \u00f6nemi artmaya devam ettik\u00e7e, istatisti\u011fin rol\u00fc daha da \u00f6nemli hale gelecek ve veriye dayal\u0131 bilgiye y\u00f6nlendirmek i\u00e7in olmazsa olmaz bir ara\u00e7 olarak kalacakt\u0131r.<\/p>\n

Konu hakk\u0131nda daha fazla bilgi edinmek istiyorsan\u0131z, fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz.<\/p>\n

## Kaynaklar<\/p>\n

Bu makale, a\u015fa\u011f\u0131daki kaynaklara dayanmaktad\u0131r:<\/p>\n

* https:\/\/dev.to\/sourishsr31\/the-role-of-statistics-in-data-science-201o<\/a>
\n* https:\/\/www.investopedia.com\/terms\/s\/statistics.asp<\/a>
\n* https:\/\/www.sciencedirect.com\/topics\/computer-science\/statistics-in-data-science<\/a><\/p>\n

#Etiketler
\nVeri Bilimi, \u0130statistik, Veri Analizi, Modelleme, Tahmin, Pazarlama, Sa\u011fl\u0131k, Finans, Veri Toplama, \u00d6rnekleme, Veri A\u00e7\u0131klama, G\u00f6rselle\u015ftirme, Model De\u011ferlendirmesi, Se\u00e7imi<\/p>\n","protected":false},"excerpt":{"rendered":"Veri Biliminde \u0130statisti\u011fin Rol\u00fc Veri bilimi, verilerden bilgi \u00e7\u0131karmak i\u00e7in istatistik, bilgisayar bilimi ve alan bilgisi gibi \u00e7e\u015fitli…","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-2787","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nVeri Biliminde \u0130statisti\u011fin Rol\u00fc<\/title>\n<meta name=\"description\" content=\"Veri bilimi, verilerden bilgi \u00e7\u0131karmak i\u00e7in istatistik, bilgisayar bilimi ve alan bilgisi gibi \u00e7e\u015fitli disiplinleri birle\u015ftiren h\u0131zla geli\u015fen bir aland\u0131r. Veri bilimi, sa\u011fl\u0131k, finans ve pazarlama gibi \u00e7e\u015fitli sekt\u00f6rlerde b\u00fcy\u00fck miktarda veriyi analiz etmek i\u00e7in kullan\u0131l\u0131yor. Ve istatistik, bu s\u00fcrecin olmazsa olmaz bir par\u00e7as\u0131.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/veri-biliminde-istatistigin-rolu\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Veri Biliminde \u0130statisti\u011fin Rol\u00fc\" \/>\n<meta property=\"og:description\" content=\"Veri bilimi, verilerden bilgi \u00e7\u0131karmak i\u00e7in istatistik, bilgisayar bilimi ve alan bilgisi gibi \u00e7e\u015fitli disiplinleri birle\u015ftiren h\u0131zla geli\u015fen bir aland\u0131r. 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