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Produktbild: Probability and Statistics for Data Science

Probability and Statistics for Data Science

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Beschreibung

This accessible book for graduate students and data scientists provides a solid background in probabilistic and statistical concepts relevant to data science. Emphasis is placed on practice, with examples throughout using real-world data that readers can implement from Python code available on the book's...

Beschreibung

This accessible book for graduate students and data scientists provides a solid background in probabilistic and statistical concepts relevant to data science. Emphasis is placed on practice, with examples throughout using real-world data that readers can implement from Python code available on the book's website.

Produktdetails

Einband

Taschenbuch
Erscheinungsdatum

27.05.2025
Abbildungen

Worked examples or Exercises
Verlag Cambridge Academic

Produktdetails

Einband

Taschenbuch
Erscheinungsdatum

27.05.2025
Abbildungen

Worked examples or Exercises
Verlag Cambridge Academic
Seitenzahl

624
Maße (L/B/H)

25,4/17,8/3,4 cm
Gewicht

1156 g
Sprache

Englisch
ISBN

978-1-00-918009-2
Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Probability and Statistics for Data Science

  • Preface; Book Website; Introduction and Overview; 1. Probability; 2. Discrete variables; 3. Continuous variables; 4. Multiple discrete variables; 5. Multiple continuous variables; 6. Discrete and continuous variables; 7. Averaging; 8. Correlation; 9. Estimation of population parameters; 10. Hypothesis testing; 11. Principal component analysis and low-rank models; 12. Regression and classification; A. Datasets; References; Index.