Big data analytics : a practical guide for managers
Pries, Kim H.; Dunnigan, Robert
Big data analytics : a practical guide for managers - London CRC Press 2015 - xix, 556p. 23 cm ; Pbk
SRS/ Rs.4355/-
1. Introduction
2. The mother of invention's triplets :
Moore's law, the proliferation of data, and data storage technology
3. Hadoop
4. HBase and other big data databases
5. Machine learning
6. Statistics
7. Google
8. Geographic information systems (GIS)
9. Discovery
10. Data quality
11. Benefits
12. Concerns
13. Epilogue.
Covering prominent software packages, including Hadoop, Oracle Endeca, and SAP HANA, this book demonstrates the utility and promise of these applications. It also demonstrates the need to understand data quality and the ability of statistics to mislead when due rigor is not applied. As the authors are both ASQ-certified Six Sigma Black Belts, they demonstrate how common statistical tools and investigative methodologies can mitigate risks that arise from limitations in the data.
978-1482234510
Big data
Data mining
Database management
658.0557 PRI
Big data analytics : a practical guide for managers - London CRC Press 2015 - xix, 556p. 23 cm ; Pbk
SRS/ Rs.4355/-
1. Introduction
2. The mother of invention's triplets :
Moore's law, the proliferation of data, and data storage technology
3. Hadoop
4. HBase and other big data databases
5. Machine learning
6. Statistics
7. Google
8. Geographic information systems (GIS)
9. Discovery
10. Data quality
11. Benefits
12. Concerns
13. Epilogue.
Covering prominent software packages, including Hadoop, Oracle Endeca, and SAP HANA, this book demonstrates the utility and promise of these applications. It also demonstrates the need to understand data quality and the ability of statistics to mislead when due rigor is not applied. As the authors are both ASQ-certified Six Sigma Black Belts, they demonstrate how common statistical tools and investigative methodologies can mitigate risks that arise from limitations in the data.
978-1482234510
Big data
Data mining
Database management
658.0557 PRI