The Elements of Data Analytic Style (Srpsko Izdanje)
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The Elements of Data Analytic Style (Srpsko Izdanje)

Vodič za ljude koji žele da analiziraju podatke.

About the Book

Analiza podataka je jednako umetnost koliko i nauka. Ova knjiga se fokusira na detalje analize podataka koji ponekad promaknu u tradicionalnim časovima i udžbenicima iz statistike. Delimično je zasnovana na blogovima autora, materijalima za predavanje i tutorijalima kao što su:

Autor je jedan od koautora Johns Hopkins Specijalizacije iz Nauke o Podacima, najvećeg programa nauke o podacima na svetu koji je upisalo više od 1.76 miliona ljudi. Knjiga je korisna kao dopuna uvodnim kursevima iz nauke o podacima ili analize podataka. Takođe je koristan alat za ljude kojima je zadatak da čitaju i kritikuju analize podataka.

This book is a translation into Srpski (latinica) of The Elements of Data Analytic Style which was originally written in English.

About the Author

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.

Table of Contents

  • 1. Uvod
  • 2. Analitičko pitanje o podacima
  • 3. Uređivanje podataka
  • 4. Provera podataka
  • 5. Istraživačka analiza
  • 6. Statističko modeliranje i inferencija
  • 7. Predikcija i mašinsko učenje
  • 8. Kauzalnost
  • 9. Pismene analize
  • 10. Kreiranje figura
  • 11. Predstavljanje podataka
  • 12. Reproducibilnost
  • 13. Nekoliko pitanja forme
  • 14. Lista za proveru analize podataka
  • 15. Dodatni resursi

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