Data Analytics: A Problem-Solving Approach (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

Data Analytics: A Problem-Solving Approach (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

By: Sanjay Chawla (author), Nitesh V. Chawla (author), Vipin Kumar (series_editor)Hardback

1 - 2 weeks availability

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.

Create a review

About Author

University of Sydney, Australia.

Contents

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.

Product Details

  • publication date: 26/11/2012
  • ISBN13: 9781420073836
  • Format: Hardback
  • Number Of Pages: 400
  • ID: 9781420073836
  • ISBN10: 1420073834

Delivery Information

  • Saver Delivery: Yes
  • 1st Class Delivery: Yes
  • Courier Delivery: Yes
  • Store Delivery: Yes

Prices are for internet purchases only. Prices and availability in WHSmith Stores may vary significantly

Close