Auf Lager:
1
Buch (Softcover): Fachbuch
Statistics for Data Scientists
An introduction to probability, statistics, and data analysis
Produkt bewerten
Verlag:
Springer EN Unsere-Artikel-Nr.: W8Z2PYR
EAN: 9783030105303
Auf Lager:
1
Zustellung: Di, 30.06.2026
Versand: Kostenlos
-16.7 %
CHF 69.–
CHF 57.50
Beschreibung
This book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students. It uniquely combines a hands-on approach to data analysis - supported by numerous real data examples and reusable [R] code - with a rigorous treatment of probability and statistical principles. Where contemporary undergraduate textbooks in probability theory or statistics often miss applications and an introductory treatment of modern methods (bootstrapping, Bayes, etc. ), and where applied data analysis books often miss a rigorous theoretical treatment, this book provides an accessible but thorough introduction into data analysis, using statistical methods combining the two viewpoints. The book further focuses on methods for dealing with large data-sets and streaming-data and hence provides a single-course introduction of statistical methods for data science.
Spezifikationen
Sprache
- Englisch
Autor
- Maurits Kaptein
- Edwin van den Heuvel
Zielgruppe
- Upper undergraduate
Erscheinungsjahr
- 2022
Format
- Buch (Softcover)
Anzahl Seiten
- 321