Denna webbshop är stängd för köp.
Klicka här för mer information

Practical Statistics for Data Scientists
  • Bandtyp: Häftad
  • Språk: Engelska
  • Utgiven: 202006
  • Antal sidor: 350
  • Upplaga: 2 New edition
  • ISBN10:149207294X
  • ISBN13:9781492072942

Practical Statistics for Data Scientists

(Häftad)
Beskrivning:

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R or Python programming languages and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.With this book, you'll learn:Why exploratory data analysis is a key preliminary step in data scienceHow random sampling can reduce bias and yield a higher-quality dataset, even with big dataHow the principles of experimental design yield definitive answers to questionsHow to use regression to estimate outcomes and detect anomaliesKey classification techniques for predicting which categories a record belongs toStatistical machine learning methods that "learn" from dataUnsupervised learning methods for extracting meaning from unlabeled data

Kundrecensioner och bloggar

Sök fler böcker:

Kunder som köpt denna bok har
även köpt:
Skotten i Köpenhamn :  ett reportage om
Ibland mår jag inte så bra
Ibland mår jag inte så bra
av Lindgren, Therése
Uppgång och fall
Uppgång och fall
av Strömquist, Liv
Miniatyrmakaren
Miniatyrmakaren
av Burton, Jessie
Min mors självbiografi
Min mors självbiografi
av Kincaid, Jamaica