Visit our Christmas Gift Finder
Machine Learning with R (Hardback)
  • Machine Learning with R (Hardback)
zoom

Machine Learning with R (Hardback)

(author)
£59.99
Hardback 210 Pages / Published: 07/12/2017
  • We can order this

Usually dispatched within 3 weeks

  • This item has been added to your basket

This book helps readers understand the mathematics of machine learning, and apply them in different situations. It is divided into two basic parts, the first of which introduces readers to the theory of linear algebra, probability, and data distributions and it's applications to machine learning. It also includes a detailed introduction to the concepts and constraints of machine learning and what is involved in designing a learning algorithm. This part helps readers understand the mathematical and statistical aspects of machine learning.

In turn, the second part discusses the algorithms used in supervised and unsupervised learning. It works out each learning algorithm mathematically and encodes it in R to produce customized learning applications. In the process, it touches upon the specifics of each algorithm and the science behind its formulation.

The book includes a wealth of worked-out examples along with R codes. It explains the code for each algorithm, and readers can modify the code to suit their own needs. The book will be of interest to all researchers who intend to use R for machine learning, and those who are interested in the practical aspects of implementing learning algorithms for data analysis. Further, it will be particularly useful and informative for anyone who has struggled to relate the concepts of mathematics and statistics to machine learning.

Publisher: Springer Verlag, Singapore
ISBN: 9789811068072
Number of pages: 210
Weight: 4734 g
Dimensions: 235 x 155 mm
Edition: 1st ed. 2017

You may also be interested in...

Machine Learning
Added to basket
Machine Learning
Added to basket
£39.99
Paperback
Machine Learning
Added to basket
£37.99
Paperback
Automata and Computability
Added to basket
Understanding Machine Learning
Added to basket
Thoughtful Machine Learning
Added to basket
Web Data Mining
Added to basket
£54.99
Hardback
Reinforcement Learning
Added to basket
Deep Learning
Added to basket
£39.99
Paperback
Introduction to Machine Learning
Added to basket
The Elements of Statistical Learning
Added to basket
Superintelligence
Added to basket
£18.99
Hardback
Bayesian Reasoning and Machine Learning
Added to basket
Machine Learning for Hackers
Added to basket

Reviews

Please sign in to write a review

Your review has been submitted successfully.