Data Analytics
A Problem-Solving Approach
Chapman & Hall/CRC (Publisher)
1st Edition
Published on 15. July 2019
Book
Hardback
400 pages
978-1-4200-7383-6 (ISBN)
Description
An increasing number of businesses and organizations are creating new analytics departments to identify, manage, and make best use of patterns within their large data repositories. This is the first book to target data mining practitioners working within these organizations, by introducing the key analytical concepts and emerging techniques in data analytics. Each chapter in the book lists the basic results and key facts relevant to the topic, along with a series of exercises and complete solutions. Many of the problems are presented using real case scenario.
More details
Series
Language
English
Place of publication
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
Professional and scholarly
Product notice
Paper over boards
Illustrations
50 s/w Abbildungen
50 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-4200-7383-6 (9781420073836)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Persons
University of Sydney, Australia.
Content
Introduction and Classification of Common Analytics problem. From Effect to Cause: Bayes Theorem and Applications. Linear Algebra: A Data Perspective. The Role of Dynamic Programming in Sequential Analysis. The EM framework and customizations. Graph-based techniques for Relational Analysis. Pattern Analysis and Lattice Enumeration. Data Structures for Pattern Analysis.