TY  - BOOK
AU  - Dietrich,David
AU  - Heller,Barry
AU  - Yang,Beibei
ED  - EMC Education Services.
TI  - Data science & big data analytics : discovering, analyzing, visualizing and presenting data 
SN  - 9781118876138
AV  - QA76.9.D343 D382 2015
U1  - 006.312 23
PY  - 2015///
CY  - New Delhi
PB  - Wiley
KW  - Data mining
KW  - Big data
KW  - Quantitative research
N1  - Includes bibliographical references and index; 1. Introduction to big data analytics -- 2. Data analytics lifecycle -- 3. Review of basic data analytic methods using R -- 4. Advanced analytical theory and methods: clustering -- 5. Advanced analytical theory and methods: association rules -- 6. Advanced analytical theory and methods: regression -- 7. Advanced analytical theory and methods: classification -- 8. Advanced analytical theory and methods: time series analysis -- 9. Advanced analytical theory and methods: text analysis -- 10. Advanced analytics, technology and tools: MapReduce and Hadoop -- 11. Advanced analytics, technology and tools: in-database analytics -- 12. The endgame, or putting it all together
N2  - This book is about harnessing the power of data for new insights. The book covers the breadth of activities, methods, and tools that data scientists use. The content focuses on concepts, principles and practical applications that are relevant to any industry and technology environment.--
ER  -