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Machine Learning and Cognition in Enterprises

Business Intelligence Transformed

  • Book
  • © 2017

Overview

Authors:
  1. Rohit Kumar

    1. Pune, India

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  • First book covering the details and practicalities of cognitive computing for the enterprise
  • Includes case studies on business and AI
  • Offers complete recipes of going cognitive with examples of roadmaps

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Table of contents (13 chapters)

  1. Front Matter

    Pages i-xxviii
    Download chapter PDF

  2. Journey of Business Intelligence

    • Rohit Kumar
    Pages 1-26

  3. Why Cognitive and Machine Learning?

    • Rohit Kumar
    Pages 27-31

  4. Artificial Intelligence—Basics

    • Rohit Kumar
    Pages 33-49

  5. Machine Learning—Basics

    • Rohit Kumar
    Pages 51-64

  6. Natural Language Processing

    • Rohit Kumar
    Pages 65-73

  7. Predictive Analytics

    • Rohit Kumar
    Pages 75-97

  8. Cognitive Computing

    • Rohit Kumar
    Pages 99-127

  9. Principles for Cognitive Systems

    • Rohit Kumar
    Pages 129-161

  10. Parallel Evolving IT-BI Systems

    • Rohit Kumar
    Pages 163-193

  11. Transformation Roadmap

    • Rohit Kumar
    Pages 195-232

  12. Transformation Road Blockers

    • Rohit Kumar
    Pages 233-259

  13. Self-Evolving Cognitive Business

    • Rohit Kumar
    Pages 261-278

  14. Path Ahead

    • Rohit Kumar
    Pages 279-297

  15. Back Matter

    Pages 299-306
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Keywords

About this book

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.

Authors and Affiliations

  • Pune, India

    Rohit Kumar

About the author

Rohit Kumar has a Masters in Computer Science including Artificial Intelligence and Business Intelligence.  He has been working as Sr. Enterprise Architect into Business Intelligence Data, Business.  He has experience of consulting 30+ clients across globe in multiple industry verticals towards IT Transformation. Have experience with customers in various industries -  e.g. FMCG, RetArtificial Intelligence, Pharmaceutical, Telecommunication, Electronic, Education, Manufacturing, Healthcare, Logistics, Utilities, Banking, Real Estate, Artificial Intelligence, E-Commerce, Publishing.  Rohit also serves as guest lecturer for faculty development and PHD scholars for various universities while creating an extensive learning programs in SAP and Analytics for various organisations.

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