The Elements of Data Analytic Style (Srpsko Izdanje)
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:
- 10 stvari koje nas je statistika naučila o analizi velikih podataka
- Vodič Leek grupe za R pakete
- Kako deliti podatke sa statističarem
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.
About the Author
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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