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Getting Started with Business Analytics: Insightful Decision-Making (英語) ハードカバー – 2013/4/2


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商品の説明

内容紹介

Assuming no prior knowledge or technical skills, Getting Started with Business Analytics: Insightful Decision-Making explores the contents, capabilities, and applications of business analytics. It bridges the worlds of business and statistics and describes business analytics from a non-commercial standpoint. The authors demystify the main concepts and terminologies and give many examples of real-world applications.

The first part of the book introduces business data and recent technologies that have promoted fact-based decision-making. The authors look at how business intelligence differs from business analytics. They also discuss the main components of a business analytics application and the various requirements for integrating business with analytics.

The second part presents the technologies underlying business analytics: data mining and data analytics. The book helps you understand the key concepts and ideas behind data mining and shows how data mining has expanded into data analytics when considering new types of data such as network and text data.

The third part explores business analytics in depth, covering customer, social, and operational analytics. Each chapter in this part incorporates hands-on projects based on publicly available data.

Helping you make sound decisions based on hard data, this self-contained guide provides an integrated framework for data mining in business analytics. It takes you on a journey through this data-rich world, showing you how to deploy business analytics solutions in your organization.

レビュー

"… an excellent book introducing the essence of business analytics and providing a good summary of the analytical solutions employed across various industries and organizations. … a solid, accessible overview. It bridges the worlds of business and statistics and describes business analytics from a noncommercial standpoint. It is highly worthy of consideration as supplementary teaching material for students who are taking courses related to business analytics or data mining. Looking back at my teaching career in the field of statistics and business analytics, I confess that it would have been very helpful to have had this kind of book in hand. … a great guide and a must read for managers, executives, or consultants who want clarity with business analytics."
The American Statistician, February 2015

"… an interesting ‘how to get started’ book about a contemporary and challenging development in business. … This timely, accessible book is relevant to students, managers, analysts, executives, consultants, and the general public. Recommended."
―E.J. Szewczak, CHOICE, August 2013

"A must read for college students and business managers interested in big data and analytics. The book beautifully integrates the business and technology aspects of analytics. It provides in-depth know-how to enable the reader to ‘know’ what and ‘how’ to effectively leverage analytics to deliver business solutions. If you want to get into business analytics, start your journey here!"
―Ram D. Gopal, Professor and Department Head, School of Business, University of Connecticut

"This book offers an introduction to the essence of business analytics, providing a good summary of the analytical solutions employed across these industries today, including an updated vocabulary on new domains such as social media. The reader will appreciate the difference between supervised and unsupervised learning, k-means clustering and regression tree classification. … Getting Started with Business Analytics will simplify, and demystify, the concepts around the 'science of data.' Looking back at my career in the field of business analytics, I realize that it would have been extremely helpful to have had such a book in hand. It would have provided me with guidance on structuring my analytical solutions and would have inspired me to greater creativity. I hope this book will light the spark of curiosity for a new generation of data scientists."
―Eric Sandosham, Managing Director and Regional Head of Decision Management at Citibank, Asia Pacific 2010–2012

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登録情報

  • ハードカバー: 190ページ
  • 出版社: Chapman and Hall/CRC; 1版 (2013/4/2)
  • 言語: 英語
  • ISBN-10: 1439896534
  • ISBN-13: 978-1439896532
  • 発売日: 2013/4/2
  • 商品パッケージの寸法: 25.4 x 18.3 x 2 cm
  • おすすめ度: この商品の最初のレビューを書き込んでください。
  • Amazon 売れ筋ランキング: 洋書 - 930,887位 (洋書の売れ筋ランキングを見る)
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Amazon.com: 5つ星のうち 2.9 6 件のカスタマーレビュー
1 人中、1人の方が、「このレビューが参考になった」と投票しています。
5つ星のうち 2.0 Save your money 2016/10/10
投稿者 Joakim - (Amazon.com)
形式: ハードカバー Amazonで購入
This book seems to be written in a hurry, to try to get in on the trending interest for "business analytics". The authors even say the title was chosen by picking hot search terms from Google.

Anyway, it's a hopeless read. Frequently the authors repeat themselves, and often it's very obvious things. For instance, how many ways can you mention the importance of figuring out who's "likeing" or "sharing" your posts on social media, and the business potential in that?

They sell it as a non-technical introduction to business analytics, but I'd say that's an understatement.
5つ星のうち 1.0 Much better books that explain BA out there 2017/3/3
投稿者 SJ - (Amazon.com)
形式: ハードカバー Amazonで購入
Only had to buy it for a college class. Much better books that explain BA out there.
2 人中、1人の方が、「このレビューが参考になった」と投票しています。
5つ星のうち 1.0 Save your money 2016/3/5
投稿者 Pheonix Outdoors - (Amazon.com)
形式: ハードカバー Amazonで購入
This book is horribly written.
3 人中、1人の方が、「このレビューが参考になった」と投票しています。
5つ星のうち 5.0 GREAT!!! 2013/12/8
投稿者 EC - (Amazon.com)
形式: ハードカバー Amazonで購入
Great book!
Really helped me look into my business performance and helped me improve it!
Thank you, one of my best investments :)
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5つ星のうち 4.0 Great Book! 2015/8/3
投稿者 Joan Clark - (Amazon.com)
形式: ハードカバー Amazonで購入
Received quickly, packaged well, book as described, very pleased with purchase.
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