TY - BOOK AU - Burger, Scott V. TI - Introduction to Machine Learning with R : : Rigorous Mathematical analysis SN - 9789352137251 U1 - 005.133 BUR(INT) PY - 2018/// CY - Kolkata PB - Shroff publishers KW - MACHINE LEARNING KW - PROGRAMMING LANGUAGE N1 - 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 ER -