Cognitive Computing and Big Data Analytics

Judith S. Hurwitz, Marcia Kaufman, Adrian Bowles

  • 出版商: Wiley
  • 出版日期: 2015-03-02
  • 定價: $1,800
  • 售價: 9.5$1,710
  • 語言: 英文
  • 頁數: 288
  • 裝訂: Paperback
  • ISBN: 1118896629
  • ISBN-13: 9781118896624
  • 相關分類: 大數據 Big-dataData Science
  • 立即出貨 (庫存 < 4)

買這商品的人也買了...

商品描述

A comprehensive guide to learning technologies that unlock thevalue in big data

Cognitive Computing provides detailed guidance towardbuilding a new class of systems that learn from experience andderive insights to unlock the value of big data. This book helpstechnologists understand cognitive computing's underlyingtechnologies, from knowledge representation techniques and naturallanguage processing algorithms to dynamic learning approaches basedon accumulated evidence, rather than reprogramming. Detailed caseexamples from the financial, healthcare, and manufacturing walkreaders step-by-step through the design and testing of cognitivesystems, and expert perspectives from organizations such asCleveland Clinic, Memorial Sloan-Kettering, as well as commercialvendors that are creating solutions. These organizations provideinsight into the real-world implementation of cognitive computingsystems. The IBM Watson cognitive computing platform is describedin a detailed chapter because of its significance in helping todefine this emerging market. In addition, the book includesimplementations of emerging projects from Qualcomm, Hitachi, Googleand Amazon.

Today's cognitive computing solutions build on establishedconcepts from artificial intelligence, natural language processing,ontologies, and leverage advances in big data management andanalytics. They foreshadow an intelligent infrastructure thatenables a new generation of customer and context-aware smartapplications in all industries.

Cognitive Computing is a comprehensive guide to thesubject, providing both the theoretical and practical guidancetechnologists need. * Discover how cognitive computing evolved from promise toreality * Learn the elements that make up a cognitive computingsystem * Understand the groundbreaking hardware and softwaretechnologies behind cognitive computing * Learn to evaluate your own application portfolio to find thebest candidates for pilot projects * Leverage cognitive computing capabilities to transform theorganization

Cognitive systems are rightly being hailed as the new era ofcomputing. Learn how these technologies enable emerging firms tocompete with entrenched giants, and forward-thinking establishedfirms to disrupt their industries. Professionals who currently workwith big data and analytics will see how cognitive computing buildson their foundation, and creates new opportunities. CognitiveComputing provides complete guidance to this new level ofhuman-machine interaction.

商品描述(中文翻譯)

一本全面指南,教你學習能夠開發大數據價值的技術

《認知計算》提供了詳細的指導,幫助建立一種從經驗中學習並獲得洞察力的新型系統,以開發大數據的價值。本書幫助技術人員了解認知計算的基礎技術,從知識表示技術和自然語言處理算法到基於累積證據的動態學習方法,而不是重新編程。金融、醫療保健和製造等領域的詳細案例示範,逐步引導讀者設計和測試認知系統,並提供來自克利夫蘭診所、斯隆-凱特琳癌症中心以及創建解決方案的商業供應商的專家觀點。這些組織提供了對認知計算系統在現實世界中的實施的見解。由於IBM Watson認知計算平台在定義這個新興市場方面的重要性,本書還詳細介紹了該平台。此外,本書還包括了來自高通、日立、谷歌和亞馬遜等公司的新興項目的實施。

如今的認知計算解決方案建立在人工智能、自然語言處理、本體論等已確立的概念基礎上,並利用大數據管理和分析的進展。它們預示著一種智能基礎設施,能夠在所有行業中實現新一代的客戶和上下文感知智能應用。

《認知計算》是一本全面的指南,提供技術人員所需的理論和實踐指導。

- 了解認知計算從承諾到現實的演變
- 學習構成認知計算系統的要素
- 理解認知計算背後的開創性硬件和軟件技術
- 學會評估自己的應用程序組合,找到最適合的試點項目
- 利用認知計算能力改變組織

認知系統被譽為計算的新時代。了解這些技術如何使新興企業能夠與既有巨頭競爭,以及具有前瞻性的既有企業如何顛覆其所在行業。目前從事大數據和分析工作的專業人士將看到認知計算如何在其基礎上建立,並創造新的機會。《認知計算》提供了對這種新型人機交互的完整指導。