Business Analytics: A Management Approach
Autor Richard Vidgen, Sam Kirshner, Felix Tanen Limba Engleză Paperback – 9 oct 2019
With its management perspective on analytics and its coverage of a range of popular software tools, this is an ideal essential text for upper-level undergraduate, postgraduate and MBA students. It is also ideal for practitioners wanting to understand the broader organisational context of big data analysis and to engage critically with the tools and techniques of business analytics.
Accompanying online resources for this title can be found at bloomsburyonlineresources.com/business-analytics. These resources are designed to support teaching and learning when using this textbook and are available at no extra cost.
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Specificații
ISBN-13: 9781352007251
ISBN-10: 1352007258
Pagini: 446
Ilustrații: 4 bw illus
Dimensiuni: 193 x 260 x 28 mm
Greutate: 0.86 kg
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Locul publicării:London, United Kingdom
ISBN-10: 1352007258
Pagini: 446
Ilustrații: 4 bw illus
Dimensiuni: 193 x 260 x 28 mm
Greutate: 0.86 kg
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Locul publicării:London, United Kingdom
Cuprins
Introduction
Business Analytics Development
Data and Information
Data Exploration
Clustering and Segmentation
Multiple Linear Regression
Classification and Regression Trees (CART)
Visualization and Communication
Automated Machine Learning
R
Working with Unstructured Data
Social Networks
Business Analytics Methodology
Design and Agile Thinking
Ethical Aspects
Appendix A: Dataset Descriptions
Appendix B: GoGet Case Study
Appendix C: Business Analytics Capability Assessment (BACA) Survey.
Business Analytics Development
Data and Information
Data Exploration
Clustering and Segmentation
Multiple Linear Regression
Classification and Regression Trees (CART)
Visualization and Communication
Automated Machine Learning
R
Working with Unstructured Data
Social Networks
Business Analytics Methodology
Design and Agile Thinking
Ethical Aspects
Appendix A: Dataset Descriptions
Appendix B: GoGet Case Study
Appendix C: Business Analytics Capability Assessment (BACA) Survey.
Recenzii
Yes, this is a book on business analytics - but it's really much broader. It encompasses up-to-the-minute topics like analysis of social media data, automated machine learning, visual analytics, open source tools, agile methods, and ethical issues like algorithmic bias. It's a complete and accurate guide to how analytics are currently practised in leading organizations.
Provides an impressive overview of business analytics approaches to support a data-driven organisation, and runs the full gamut from understanding and analyzing big data, to designing the right business model for strategising and organising a leadership that drives analytics value creation.
In an age where information matters for business survival, companies need to understand and appreciate the value derived from data. Business Analytics provides a toolkit for the practitioner to unlock said value. I would highly recommend it to executives and students who are thinking about or already on the analytics journey.
This is a great book for introducing MBA students into the area of business analytics with up-to-date information, a comprehensive coverage of topics and clear explanations for the non-specialist. It reflects a careful approach to use analytics for creating value in business.
Provides an impressive overview of business analytics approaches to support a data-driven organisation, and runs the full gamut from understanding and analyzing big data, to designing the right business model for strategising and organising a leadership that drives analytics value creation.
In an age where information matters for business survival, companies need to understand and appreciate the value derived from data. Business Analytics provides a toolkit for the practitioner to unlock said value. I would highly recommend it to executives and students who are thinking about or already on the analytics journey.
This is a great book for introducing MBA students into the area of business analytics with up-to-date information, a comprehensive coverage of topics and clear explanations for the non-specialist. It reflects a careful approach to use analytics for creating value in business.