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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.
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.
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.
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.
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 |
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.
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.
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 |