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TitleData science using Python and R / Chantal D. Larose, Eastern Connecticut State University, Connecticut, USA, Daniel T. Larose, Central Connecticut State University, Conntecticut, USA
ImprintHoboken, NJ : John Wiley & Sons,Inc, 2019
Descript xvii, 238 pages ; 23 cm

CONTENT

Chapter 1 Introduction to data science -- Chaper 2 The basics of python and R -- Chapter 3 Dath preparation -- Chapter 4 Exploratory data analysis -- Chapter 5 Preparing to model the data -- Chapter 6 Decision trees -- Chapter 7 Model evaluation -- Chapter 8 naive Bsyes classification -- Chapter 9 Neural networks -- Chapter 10 Clustering -- Chapter 11 Regression modeling -- Chapter 12 Dimension reduction -- Chapter 13 Generalized linear models -- Chapter 14 Association rules


Data mining Python (Computer program language) R (Computer program language) Big data Data structures (Computer science)

LOCATIONCALL#STATUS
Political Science Library006.312 L331DCHECK SHELVES

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