A Journey into Data Science Using Excel: An Applied Approach - Couverture souple

Brain PhD, Dr Alun

 
9798340646989: A Journey into Data Science Using Excel: An Applied Approach
Couverture souple
ISBN 13 : 9798340646989
Editeur : Independently published, 2024

Synopsis

For those people who are interested in Data Science and want to extend their knowledge within this field. Using Excel as an explanation tool, this book begins with the basics of statistics, but quickly evolves to explain more advance topics. This book covers: linear regression; R-square; MAPE; MSE; RMSE; Chi-square; correlation; t-tests; decision trees; Accuracy and F1-score; clustering; test & learn using z-score; Recency Frequency Monetary (RFM) customer segmentation, and a detailed time series chapter. The main goal of this book is to remove some of ‘black-box’ mentality that has built up in this field.

All Excel formulas are shown with detailed screenshots on how to replicate the results. There is no need to purchase any further add-ons or download any further software, as this uses the formulas that are part of Excel.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2024
Langue
anglais
ISBN 13 
9798340646989
Reliure
Broché
Nombre de pages
146
Coordonnées du fabricant
non disponible
Personne responsable
non disponible