PacktLib: Getting Started with Greenplum for Big Data Analytics

Getting Started with Greenplum for Big Data Analytics

Credits

Foreword

About the Author

Acknowledgement

About the Reviewers

www.PacktPub.com

Preface

Big Data, Analytics, and Data Science Life Cycle

Enterprise data

Big Data

Data analytics

Data science

References/Further reading

Summary

Greenplum Unified Analytics Platform (UAP)

Big Data analytics – platform requirements

Greenplum Unified Analytics Platform (UAP)

Greenplum UAP components

Greenplum Data Computing Appliance (DCA)

Greenplum Data Integration Accelerator (DIA)

References/Further reading

Summary

Advanced Analytics – Paradigms, Tools, and Techniques

Analytic paradigms

Analytics classified

Modeling methods

R programming

Weka

In-database analytics using MADlib

References/Further reading

Summary

Implementing Analytics with Greenplum UAP

Data loading for Greenplum Database and HD

Greenplum table distribution and partitioning

Data Computing Appliance (DCA)

Greenplum Database management

In-database analytics options (Greenplum-specific)

Using R with Greenplum

Using Weka with Greenplum

Using MADlib with Greenplum

Using Greenplum Chorus

Pivotal

References/Further reading

Summary

Index