The Elements of Data Analytic Style (Українське Видання)
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The Elements of Data Analytic Style (Українське Видання)

Посібник для людей, які хочуть аналізувати дані.

About the Book

Аналіз даних - це наскільки мистецтво, як і наука. Ця книга зосереджена на деталях аналізу даних, які іноді виходять за межі традиційних курсів та підручників зі статистики. Вона частково базується на дописах автора в блозі, матеріалах лекцій та підручниках, таких як:

Автор є одним із співрозробників спеціалізації Johns Hopkins з даних науки - найбільшої програми з аналізу даних у світі, на яку записалося більше ніж 1,76 мільйона людей. Книга є корисною як додаток до вступних курсів з аналізу даних. Вона також є корисним довідковим засобом для людей, які мають читати та критикувати аналізи даних.

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

About the Authors

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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Table of Contents

  • 1. Вступ
  • 2. Питання аналітики даних
  • 3. Прибирання даних
  • 4. Перевірка даних
  • 5. Дослідницький аналіз
  • 6. Статистичне моделювання та висновки
  • 7. Прогнозування та машинне навчання
  • 8. Каузальність
  • 9. Письмові аналізи
  • 10. Створення діаграм
  • 11. Представлення даних
  • 12. Відтворюваність
  • 13. Декілька питань форми
  • 14. Перелік перевірки аналізу даних
  • 15. Додаткові ресурси

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