The Elements of Data Analytic Style (Türkçe Baskı)
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The Elements of Data Analytic Style (Türkçe Baskı)

Veri analizi yapmak isteyenler için bir rehber.

Kitap Hakkında

Veri analizi, bilim kadar sanattır. Bu kitap, geleneksel istatistik derslerinde ve ders kitaplarında bazen gözden kaçan veri analizi detaylarına odaklanmaktadır. Kısmen yazarın blog gönderilerine, ders materyallerine ve şu gibi eğitimlere dayanmaktadır:

Yazar, dünyanın en büyük veri bilimi programı olan ve 1.76 milyondan fazla kişinin kaydolduğu Johns Hopkins Veri Bilimi Uzmanlık programının eş-geliştiricilerinden biridir. Kitap, veri bilimi veya veri analizi konusunda giriş kurslarına eşlik etmek için faydalıdır. Aynı zamanda veri analizlerini okuma ve eleştirme görevi olan kişiler için faydalı bir referans aracıdır.

This book is a translation into Türkçe of The Elements of Data Analytic Style which was originally written in İngilizce.

Yazarlar Hakkında

Jeffrey Leek
Jeff Leek

Jeff Leek is an Associate Professor of Biostatistics and Oncology at the Johns Hopkins Bloomberg School of Public Health. His research focuses on the intersection of high dimensional data analysis, genomics, and public health. He is the co-editor of the popular Simply Statistics Blog and co-director of the Johns Hopkins Specialization in Data Science the largest data science program in the world that has enrolled more than 1.76 million people.

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İçindekiler

  • 1. Giriş
  • 2. Veri analiz sorusu
  • 3. Veriyi düzenleme
  • 4. Veriyi kontrol etme
  • 5. Keşifsel analiz
  • 6. İstatistiksel modelleme ve çıkarım süreci
  • 7. Öngörü ve makine öğrenmesi
  • 8. Nedensellik
  • 9. Yazılı analizler
  • 10. Figürler Oluşturma
  • 11. Verileri Sunma
  • 12. Tekrarlanabilirlik
  • 13. Biçimle ilgili birkaç konu
  • 14. Veri analizi kontrol listesi
  • 15. Ek Kaynaklar

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