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Probability and Statistics for Data Science, 1st Edition - Posted by Scott R. Garrigus

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Probability and Statistics for Data Science: Math + R + Data, 1st Edition from CRC PressCRC Press has published Probability and Statistics for Data Science: Math + R + Data, 1st Edition.

Probability and Statistics for Data Science: Math + R + Data covers "math stat"ódistributions, expected value, estimation etc.óbut takes the phrase "Data Science" in the title quite seriously:

- Real datasets are used extensively.
- All data analysis is supported by R coding.
- Includes many Data Science applications, such as PCA, mixture distributions, random graph models, Hidden Markov models, linear and logistic regression, and neural networks.
- Leads the student to think critically about the "how" and "why" of statistics, and to "see the big picture."
- Not "theorem/proof"-oriented, but concepts and models are stated in a mathematically precise manner...

Continue reading: Probability and Statistics for Data Science: Math + R + Data, 1st Edition from CRC Press in News.
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