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Über dieses Buch

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 evolvedDiscover why cognitive computing is so important and why your business needs it

Master the details of modern AI as it applies to enterprisesMap the path ahead in terms of your IT-business integrationAvoid common road blocks in the process of adopting cognitive computing in your business

Who This Book Is For

Business managers and leadership teams.

Inhaltsverzeichnis

Frontmatter

2017 | OriginalPaper | Buchkapitel

Chapter 1. Journey of Business Intelligence

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 2. Why Cognitive and Machine Learning?

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 3. Artificial Intelligence—Basics

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 4. Machine Learning—Basics

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 5. Natural Language Processing

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 6. Predictive Analytics

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 7. Cognitive Computing

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 8. Principles for Cognitive Systems

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 9. Parallel Evolving IT-BI Systems

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 10. Transformation Roadmap

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 11. Transformation Road Blockers

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 12. Self-Evolving Cognitive Business

Rohit Kumar

2017 | OriginalPaper | Buchkapitel

Chapter 13. Path Ahead

Rohit Kumar

Backmatter

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