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Introduction to Machine Learning with R : Rigorous Mathematical analysis

Burger, Scott V.

Introduction to Machine Learning with R : Rigorous Mathematical analysis Scott V. Burger - Kolkata Shroff publishers c2018 - ix, 212 P.B

Table of contents :
What is a model? --
Supervised and unsupervised machine learning --
Sampling statistics and model training in R --
Regression in a nutshell --
Neural networks in a nutshell --
Tree-based methods --
Other advanced methods --
Machine learning with the caret package --
Encyclopedia of machine learning models in caret.
Includes index

ISBN: 9789352137251 875

Subjects--Topical Terms:
MACHINE LEARNING
PROGRAMMING LANGUAGE

Dewey Class. No.: 005.133 BUR(INT)

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