The Elements of Data Analytic Style (Edisi Indonesia)
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The Elements of Data Analytic Style (Edisi Indonesia)

Panduan bagi orang yang ingin menganalisis data.

Tentang Buku

Analisis data setidaknya sebanyak seni sebagaimana ilmu pengetahuan. Buku ini berfokus pada detail analisis data yang terkadang terlewat dalam kelas statistik tradisional dan buku teks. Ini didasarkan sebagian pada postingan blog penulis, materi kuliah, dan tutorial seperti:

Penulis adalah salah satu pengembang bersama dari Spesialisasi Johns Hopkins dalam Ilmu Data - program ilmu data terbesar di dunia yang telah mendaftarkan lebih dari 1,76 juta orang. Buku ini bermanfaat sebagai pendamping untuk kursus pendahuluan dalam ilmu data atau analisis data. Ini juga merupakan alat referensi yang berguna untuk orang yang ditugaskan untuk membaca dan mengkritik analisis data.

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

Tentang Para Penulis

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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Daftar Isi

  • 1. Pengantar
  • 2. Pertanyaan analisis data
  • 3. Menyusun Data
  • 4. Memeriksa data
  • 5. Analisis Eksploratif
  • 6. Pemodelan statistik dan inferensi
  • 7. Prediksi dan pembelajaran mesin
  • 8. Kausalitas
  • 9. Analisis tertulis
  • 10. Membuat gambar
  • 11. Menyajikan data
  • 12. Reproduktifitas
  • 13. Beberapa Hal Mengenai Format
  • 14. Daftar Periksa Analisis Data
  • 15. Sumber tambahan

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