Judith Hurwitz, Marcia Kaufman, Adrian Bowles
Cognitive Computing and Big Data Analytics: Implementing Big Data Machine Learning Solutions
- ISBN 13:
- 9781118896624
- author:
- Judith Hurwitz, Marcia Kaufman, Adrian Bowles
- format:
- Paperback
- publisher:
- John Wiley & Sons
- language:
- English
- Publication Year:
- 2015
- Pages:
- 288
- Dimensions:
- 18.8 x 1.5 x 23.6 cm
- Genre:
- Computing & Internet, Computer Science, Artificial Intelligence
- Condition:
- New
- supplier_id:
- 9
- Availability:
- Item usually sent within 10 working days
Description
Cognitive Computing and Big Data Analytics provides in-depth guidance on building systems that learn from experience and derive insights to unlock the value of big data. This comprehensive guide covers cognitive computing's underlying technologies, including knowledge representation techniques, natural language processing algorithms, and dynamic learning approaches. Case examples from various industries, such as finance, healthcare, and manufacturing, are used to illustrate the design and testing of cognitive systems. Expert perspectives from organizations like Cleveland Clinic, Memorial Sloan-Kettering, and commercial vendors provide insight into the real-world implementation of cognitive computing systems. The IBM Watson platform is also described in detail due to its significance in defining this emerging market. The book offers both theoretical and practical guidance for technologists, covering established concepts from artificial intelligence, natural language processing, ontologies, and advances in big data management and analytics.