Erhältlich:
Nicht auf Lager
Buch (Softcover): Fachbuch
Essential Statistics for Data Science
A Concise Crash Course
Verlag:
Oxford University Press Unsere-Artikel-Nr.: P35191849
EAN: 9780192867742
Erhältlich:
Nicht auf Lager
Zustellung: Do, 12.11.2026
Versand: Kostenlos
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CHF 56.90
CHF 55.–
Beschreibung
Essential Statistics for Data Science: A Concise Crash Course. is for students entering a serious graduate program or advanced undergraduate teaching in data science without knowing enough statistics. The three part-text starts from the basics of probability and random variables and guides readers towards relatively advanced topics in both frequentist and Bayesian approaches in a matter of weeks. Part I, Talking Probability. explains that the statistical approach to analysing data starts with a probability model to describe the data generating process. Part II, Doing Statistics. explains that much of statistical inference is about learning unknown quantities in the model (e. g. its parameters) from the data it is presumed to have generated. Part III, Facing Uncertainty. explains the importance of explicitly describing how much uncertainty we have about the model parameters, especially those with intrinsic scientific meaning, and of taking that into account when making decisions. Essential Statistics for Data Science: A Concise Crash Course. provides an in-depth introduction for beginners, while being more serious than a typical undergraduate text, but still lighter and more accessible than an average graduate text.
Spezifikationen
Sprache
- Englisch
Autor
- Mu Zhu
Erscheinungsjahr
- 2023
Format
- Buch (Softcover)