Big Data Analytics by Sathi, Arvind -- Read -- Imperial Library of Trantor

Index

Cover Title Page Copyright Dedication About the Author Acknowledgements Foreword by Bob Keseley Foreword by Jeff Jonas Contents Chapter 1: Introduction

1.1 Volume 1.2 Velocity 1.3 Variety 1.4 Veracity

Chapter 2: Drivers for Big Data?

2.1 Sophisticated Consumers 2.2 Automation 2.3 Monetization

Chapter 3: Big Data Analytics Applications

3.1 Social Media Command Center 3.2 Product Knowledge Hub 3.3 Infrastructure and Operations Studies 3.4 Product Selection, Design and Engineering 3.5 Location-Based Services 3.6 Microsegmentation and Next Best Action 3.7 Online Advertising 3.8 Improved Risk Management

Chapter 4: Architecture Components

4.1 Massively Parallel Processing (Mpp) Platforms 4.2 Unstructured Data Analytics and Reporting

Search and Count Context-Sensitive and Domain-Specific Searches Categories and Ontology Qualitative Comparisons Focus on Specific Time Slice or Using Other Dimensions

4.3 Big Data and Single View of Customer/Product 4.4 Data Privacy Protection 4.5 Realtime Adaptive Analytics and Decision Engines

Chapter 5: Advanced Analytics Platform

5.1 Realtime Architecture for Conversations 5.2 Orchestration and Synthesis Using Analytics Engines

Entity Resolution Model Management Command Center Analytics Engine

5.3 Discovery Using Data at Rest 5.4 Integration Strategies

Chapter 6: Implementation of Big Data Analytics

6.1 Revolutionary, Evolutionary, or Hybrid 6.2 Big Data Governance

Integrating Big Data with Mdm

6.3 Journey, Milestones, and Maturity Levels

Analytics Business Maturity Model

Chapter 7: Closing Thoughts Notes Abbreviations

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