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

Vodič za ljude koji žele analizirati podatke.

O knjizi

Analiza podataka je barem toliko umjetnost koliko i znanost, ako ne i više. Ova knjiga je usmjerenja na detalje analize podataka koji ponekad bivaju zanemareni u tradicionalnim statističkim predavanjima i udžbenicima. Djelomično se temelji na blog postovima autora, materijalima za predavanja i tutorialima kao što su:

Autor je jedan od suosnivača Specijalizacije za znanost o podacima na Johns Hopkinsu - najvećeg programa za znanost o podacima na svijetu kojeg je upisalo više od 1,76 milijuna ljudi. Knjiga je korisna kao pratnja uvodnim tečajevima o znanosti o podacima ili analizi podataka. Također je koristan izvor informacija za ljude koji trebaju čitati i kritički ocjenjivati analize podataka.

Ova knjiga je prijevod na Hrvatski knjige The Elements of Data Analytic Style koja je izvorno napisana na Engleski.

O autorima

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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Sadržaj

  • 1. Uvod
  • 2. Analitičko pitanje podataka
  • 3. Uređivanje podataka
  • 4. Provjera podataka
  • 5. Istraživačka analiza
  • 6. Statističko modeliranje i inferencija
  • 7. Predviđanje i strojno učenje
  • 8. Uzročnost
  • 9. Analize u pisanom obliku
  • 10. Izrada dijagrama
  • 11. Prikazivanje podataka
  • 12. Reproducibilnost
  • 13. Nekoliko pitanja forme
  • 14. Lista za provjeru analize podataka
  • 15. Dodatni resursi

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