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The Elements of Data Analytic Style (Edizione Italiana)

Una guida per le persone che vogliono analizzare i dati.

This book is a translation into Italian of The Elements of Data Analytic Style which was originally written in English

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About

About

About the Book

L'analisi dei dati è almeno tanto un'arte quanto una scienza. Questo libro si focalizza sui dettagli dell'analisi dei dati che a volte cadono tra le maglie nelle lezioni di statistica tradizionali e nei libri di testo. Si basa in parte sui post del blog dell'autore, sui materiali delle lezioni e sui tutorial come:

L'autore è uno dei co-sviluppatori della Specializzazione in Scienza dei Dati di Johns Hopkins, il programma di scienza dei dati più grande al mondo che ha iscritto più di 1,76 milioni di persone. Il libro è utile come guida ai corsi introduttivi di scienza dei dati o analisi dei dati. È anche uno strumento di riferimento utile per le persone incaricate di leggere e criticare le analisi dei dati.

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This book is a translation into Italian of The Elements of Data Analytic Style which was originally written in English

Author

About the Authors

Jeff Leek

Jeff Leek è un Docente di Biostatistica e Oncologia presso la Johns Hopkins Bloomberg School of Public Health. Il focus della sua ricerca è l'intersezione dell'analisi di dati ad alta dimensionalità con la genomica e la sanità pubblica. È il co-editore del noto Simply Statistics Blog e co-direttore della Specializzazione in Data Science della Johns Hopkins, il programma di data science più grande del mondo, con oltre 1,76 milioni di iscritti.

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An Interview with Jeffrey Leek

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Contents

Table of Contents

1.Introduzione

2.La domanda di analisi dei dati

3.Organizzare i dati

4.Verifica dei dati

5.Analisi esplorativa

6.Modellazione statistica e inferenza

7.Previsione e apprendimento automatico (machine learning)

8.Causalità

9.Analisi scritte

10.Creazione di grafici

11.Presentazione dei dati

12.Riproducibilità

13.Alcune questioni di forma

14.La checklist per l’analisi dei dati

15.Risorse aggiuntive

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