Supervised and Unsupervised Learning for Data Science

By: Azlinah Mohamed (Editor), Michael W. Berry (Editor), Bee Wah Yap (Editor)

Write A Review

Paperback | 19 September 2020

At a Glance

Paperback
196 Pages

Dimensions(cm)
23.5 x 15.49 x 1.07

Paperback

$149.01

or 4 interest-free payments of $37.25 with

or

Ships in 5 to 7 business days

This book covers the state of the art in learning algorithms with an inclusion of semi-supervised methods to provide a broad scope of clustering and classification solutions for big data applications. Case studies and best practices are included along with theoretical models of learning for a comprehensive reference to the field. The book is organized into eight chapters that cover the following topics: discretization, feature extraction and selection, classification, clustering, topic modeling, graph analysis and applications. Practitioners and graduate students can use the volume as an important reference for their current and future research and faculty will find the volume useful for assignments in presenting current approaches to unsupervised and semi-supervised learning in graduate-level seminar courses. The book is based on selected, expanded papers from the Fourth International Conference on Soft Computing in Data Science (2018).

Includes new advances in clustering and classification using semi-supervised and unsupervised learning;
Address new challenges arising in feature extraction and selection using semi-supervised and unsupervised learning;
Features applications from healthcare, engineering, and text/social media mining that exploit techniques from semi-supervised and unsupervised learning.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.