Werezi Books
Cart 0
Guide to Intelligent Data Science
Click to zoom

Share this book

Guide to Intelligent Data Science : How to Intelligently Make Use of Real Data

2nd ed. 2020

by Christian Borgelt , Frank Hoppner , Frank Klawonn , Michael R. Berthold , Rosaria Silipo

Book Details

Format Hardback or Cased Book
Book Series Texts in Computer Science
ISBN-10 3030455734
ISBN-13 9783030455736
Edition 2nd ed. 2020
Publisher Springer Nature Switzerland AG
Imprint Springer Nature Switzerland AG
Country of Manufacture GB
Country of Publication GB
Publication Date Aug 7th, 2020
Print length 420 Pages
Weight 826 grams
Dimensions 16.40 x 24.10 x 3.10 cms
Product Classification: Business mathematics & systems Data capture & analysis Data mining Expert systems / knowledge-based systems Machine learning
Werezi Extended Catalogue Delivery in 28 days

Delivery Location

Delivery fee: Select location

Delivery in 28 days

Secure
Quality
Fast
Major updates on techniques and subject coverage (including deep learning) are included. Topics and features: guides the reader through the process of data science, following the interdependent steps of project understanding, data understanding, data blending and transformation, modeling, as well as deployment and monitoring;

Making use of data is not anymore a niche project but central to almost every project. With access to massive compute resources and vast amounts of data, it seems at least in principle possible to solve any problem. However, successful data science projects result from the intelligent application of: human intuition in combination with computational power; sound background knowledge with computer-aided modelling; and critical reflection of the obtained insights and results.

Substantially updating the previous edition, then entitled Guide to Intelligent Data Analysis, this core textbook continues to provide a hands-on instructional approach to many data science techniques, and explains how these are used to solve real world problems. The work balances the practical aspects of applying and using data science techniques with the theoretical and algorithmic underpinnings from mathematics and statistics. Major updates on techniques and subject coverage (including deep learning) are included.

Topics and features: guides the reader through the process of data science, following the interdependent steps of project understanding, data understanding, data blending and transformation, modeling, as well as deployment and monitoring; includes numerous examples using the open source KNIME Analytics Platform, together with an introductory appendix; provides a review of the basics of classical statistics that support and justify many data analysis methods, and a glossary of statistical terms; integrates illustrations and case-study-style examples to support pedagogical exposition; supplies further tools and information at an associated website.

This practical and systematic textbook/reference is a "need-to-have" tool for graduate and advanced undergraduate students and essential reading for all professionals who face data science problems. Moreover, it is a "need to use, need to keep" resource following one''s exploration of the subject.

Get Guide to Intelligent Data Science by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has pages.

Mind, Body, & Spirit

The Mamba Mentality

The Mamba Mentality

Price

Ksh 12,600.00

Shopping Cart

Africa largest book store

Sub Total:
Ebooks

Digital Library
Coming Soon

Our digital collection is currently being curated to ensure the best possible reading experience on Werezi. We'll be launching our Ebooks platform shortly.