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The Modern Business Data Analyst
A Case Study Introduction into Business Data Analytics with CRISP-DM and R
Taschenbuch von Dominik Jung
Sprache: Englisch

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Beschreibung
This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.

The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number of different techniques and best-practices which you can immediately exploit in your daily work.

The book does not assume that you have an academic degree or any experience with business data analytics or data science. All you need is an open mind, willingness to puzzle and think mathematically, and the willingness to write some R code. This book is your all-in-one resource to become proficient in business data analytics with R, equipped with practical skills for the real world.
This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.

The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number of different techniques and best-practices which you can immediately exploit in your daily work.

The book does not assume that you have an academic degree or any experience with business data analytics or data science. All you need is an open mind, willingness to puzzle and think mathematically, and the willingness to write some R code. This book is your all-in-one resource to become proficient in business data analytics with R, equipped with practical skills for the real world.
Über den Autor

Dominik Jung is an experienced data scientist working for the German sports car manufacturer Porsche AG. In addition, he is also a lecturer for business data analytics and applied AI at TU Darmstadt and has been awarded with multiple best teaching awards.

Inhaltsverzeichnis

Preface .- 1 Introduction .- 2 Business Data Analytics Toolbox: R and RStudio .- 3 Business Data Understanding .- 4 Business Data Preparation .- 5 Modeling .- 6 Business Data Products .- 7 Mastering Business Data Analytics .- Appendix.

Details
Erscheinungsjahr: 2024
Genre: Informatik, Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xviii
296 S.
ISBN-13: 9783031599064
ISBN-10: 3031599063
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Jung, Dominik
Hersteller: Springer Nature Switzerland
Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 254 x 178 x 18 mm
Von/Mit: Dominik Jung
Erscheinungsdatum: 04.07.2024
Gewicht: 0,598 kg
Artikel-ID: 128953209
Über den Autor

Dominik Jung is an experienced data scientist working for the German sports car manufacturer Porsche AG. In addition, he is also a lecturer for business data analytics and applied AI at TU Darmstadt and has been awarded with multiple best teaching awards.

Inhaltsverzeichnis

Preface .- 1 Introduction .- 2 Business Data Analytics Toolbox: R and RStudio .- 3 Business Data Understanding .- 4 Business Data Preparation .- 5 Modeling .- 6 Business Data Products .- 7 Mastering Business Data Analytics .- Appendix.

Details
Erscheinungsjahr: 2024
Genre: Informatik, Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xviii
296 S.
ISBN-13: 9783031599064
ISBN-10: 3031599063
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Jung, Dominik
Hersteller: Springer Nature Switzerland
Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 254 x 178 x 18 mm
Von/Mit: Dominik Jung
Erscheinungsdatum: 04.07.2024
Gewicht: 0,598 kg
Artikel-ID: 128953209
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