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Machine Learning and Data Science: An Introduction to Statistical Learning

Description: A practitioner's tools have a direct impact on the success of his or her work. This book will provide the data scientist with the tools and techniques required to excel with statistical learning methods in the areas of data access, data munging, exploratory data analysis, supervised machine learning, unsupervised machine learning and model evaluation. Machine learning and data science are large disciplines, requiring years of study in order to gain proficiency. This book can be viewed as a set of essential tools we need for a long-term career in the data science field - recommendations are provided for further study in order to build advanced skills in tackling important data problem domains. The R statistical environment was chosen for use in this book. R is a growing phenomenon worldwide, with many data scientists using it exclusively for their project work. All of the code examples for the book are written in R. In addition, many popular R packages and data sets will be used.

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Machine Learning and Data Science: An Introduction to Statistical LearningMachine Learning and Data Science: An Introduction to Statistical Learning

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EAN: 9781634620963

UPC: 9781634620963

ISBN: 9781634620963

MPN: N/A

Book Title: Machine Learning and Data Science: An Introduction

Item Length: 23.1 cm

Number of Pages: 230 Pages

Language: English

Publication Name: Machine Learning and Data Science: an Introduction to Statistical Learning Methods with R

Publisher: Technics Publications LLC

Publication Year: 2015

Subject: Computer Science

Item Height: 235 mm

Item Weight: 586 g

Type: Textbook

Author: Daniel D Gutierrez

Item Width: 190 mm

Format: Paperback

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