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Essential Statistics for Data Science
- A Concise Crash Course
Af: Mu Zhu
Engelsk
Bogcover for Essential Statistics for Data Science af Mu Zhu, 9780192867735
Specifikationer
Sprog:
Engelsk
Sider:
176
ISBN-13:
9780192867735
Indbinding:
Hardback
ISBN-10:
0192867733
Udg. Dato:
4 apr 2023
Størrelse i cm:
16,0 x 24,1 x 1,5
Oplagsdato:
4 apr 2023
Forfatter(e):

Essential Statistics for Data Science

- A Concise Crash Course
Af: Mu Zhu
Engelsk
Hardback 2023
Format:

Bog beskrivelse
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.
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Specifikationer
Sprog:
Engelsk
Sider:
176
ISBN-13:
9780192867735
Indbinding:
Hardback
ISBN-10:
0192867733
Udg. Dato:
4 apr 2023
Størrelse i cm:
16,0 x 24,1 x 1,5
Oplagsdato:
4 apr 2023
Forfatter(e):
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