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

Brain PhD, Dr Alun

 
9798340646989: A Journey into Data Science Using Excel: An Applied Approach
Softcover
ISBN 13: 9798340646989
Verlag: Independently published, 2024

Inhaltsangabe

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.

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Verlag
Independently published
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 13 
9798340646989
Einband
Taschenbuch
Anzahl der Seiten
146
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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