Machine Learning and Cognition in Enterprises: Business Intelligence Transformed
暫譯: 企業中的機器學習與認知:商業智慧的轉型
Rohit Kumar
- 出版商: Apress
- 出版日期: 2017-11-15
- 售價: $2,050
- 貴賓價: 9.5 折 $1,948
- 語言: 英文
- 頁數: 306
- 裝訂: Paperback
- ISBN: 148423068X
- ISBN-13: 9781484230688
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
相關主題
商品描述
Learn about the emergence and evolution of IT in the enterprise, see how machine learning is transforming business intelligence, and discover various cognitive artificial intelligence solutions that complement and extend machine learning. In this book, author Rohit Kumar explores the challenges when these concepts intersect in IT systems by presenting detailed descriptions and business scenarios. He starts with the basics of how artificial intelligence started and how cognitive computing developed out of it. He'll explain every aspect of machine learning in detail, the reasons for changing business models to adopt it, and why your business needs it.
Along the way you'll become comfortable with the intricacies of natural language processing, predictive analytics, and cognitive computing. Each technique is covered in detail so you can confidently integrate it into your enterprise as it is needed. This practical guide gives you a roadmap for transformin
g your business with cognitive computing, giving you the ability to work confidently in an ever-changing enterprise environment.What You'll Learn
- See the history of AI and how machine learning and cognitive computing evolved
- Discover why cognitive computing is so important and why your business needs it
- Master the details of modern AI as it applies to enterprises
- Map the path ahead in terms of your IT-business integration
- Avoid common road blocks in the process of adopting cognitive computing in your business
Who This Book Is For
Business managers and leadership teams.
商品描述(中文翻譯)
了解企業中資訊科技的出現與演變,看看機器學習如何改變商業智慧,並探索各種補充和擴展機器學習的認知人工智慧解決方案。在這本書中,作者 Rohit Kumar 探討了這些概念在資訊科技系統中交集時所面臨的挑戰,並提供詳細的描述和商業情境。他從人工智慧的起源及其如何發展出認知計算的基本概念開始,詳細解釋機器學習的各個方面、為何商業模式需要改變以採用機器學習,以及為何您的企業需要它。
在這個過程中,您將熟悉自然語言處理、預測分析和認知計算的複雜性。每種技術都會詳細介紹,以便您能夠自信地將其整合到您的企業中,根據需要進行應用。這本實用指南為您提供了一條利用認知計算轉型業務的路線圖,使您能夠在不斷變化的企業環境中自信地工作。
您將學到什麼
- 了解人工智慧的歷史,以及機器學習和認知計算的演變
- 發現為何認知計算如此重要,以及為何您的企業需要它
- 掌握現代人工智慧在企業中的應用細節
- 規劃您在資訊科技與商業整合方面的未來路徑
- 避免在企業中採用認知計算過程中的常見障礙
本書適合誰閱讀
商業經理和領導團隊。