Cognitive Computing and Big Data Analytics
John Wiley & Sons, Feb 12, 2015 - Computers - 288 pages
A comprehensive guide to learning technologies that unlock the value in big data
Cognitive Computing provides detailed guidance toward building a new class of systems that learn from experience and derive insights to unlock the value of big data. This book helps technologists understand cognitive computing's underlying technologies, from knowledge representation techniques and natural language processing algorithms to dynamic learning approaches based on accumulated evidence, rather than reprogramming. Detailed case examples from the financial, healthcare, and manufacturing walk readers step-by-step through the design and testing of cognitive systems, and expert perspectives from organizations such as Cleveland Clinic, Memorial Sloan-Kettering, as well as commercial vendors that are creating solutions. These organizations provide insight into the real-world implementation of cognitive computing systems. The IBM Watson cognitive computing platform is described in a detailed chapter because of its significance in helping to define this emerging market. In addition, the book includes implementations of emerging projects from Qualcomm, Hitachi, Google and Amazon.
Today's cognitive computing solutions build on established concepts from artificial intelligence, natural language processing, ontologies, and leverage advances in big data management and analytics. They foreshadow an intelligent infrastructure that enables a new generation of customer and context-aware smart applications in all industries.
Cognitive Computing is a comprehensive guide to the subject, providing both the theoretical and practical guidance technologists need.
Cognitive systems are rightly being hailed as the new era of computing. Learn how these technologies enable emerging firms to compete with entrenched giants, and forward-thinking established firms to disrupt their industries. Professionals who currently work with big data and analytics will see how cognitive computing builds on their foundation, and creates new opportunities. Cognitive Computing provides complete guidance to this new level of human-machine interaction.
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Design Principles for Cognitive Systems
Applying Advanced Analytics to Cognitive
Applying Natural Language Technologies to Business
Representing Knowledge in Taxonomies
The Role of Cloud and Distributed Computing
Delivery Models of the Cloud
The Components of DeepQA Architecture
Defining Questions and Exploring Insights
Creating and Refining the Corpora
Using a Cognitive Application to Enhance
The Rise of the Open Data Movement Will Fuel
Smarter Approaches to Preventative Healthcare
IBMs Watson as a Cognitive System
Preparing Watson for Commercial Applications