Zumel, Nina

Practical Data Science With R Nina Zumel; John Mount - New Delhi Dreamtech Wiley imprint c2014 - xxiv; 389 P.B

Part 1 Introduction to data science

· The data science process

· Loading data into R

· Exploring data

· Managing data



Part 2 Modeling methods

· Choosing and evaluating models

· Memorization methods

· Linear and logistic regression

· Unsupervised methods

· Exploring advanced methods



Part 3 Delivering results

· Documentation and deployment

· Producing effective presentations



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PRACTICAL DATA SCIENCE WITH R

006.3 ZUM(PRA)