TY - BOOK AU - Sadasivam, G. Sudha. AU - Thirumahal, R. TI - Big Data Analytics SN - 9780199497225 U1 - 005.745 23rd Ed. PY - 2020/// CY - New Delhi PB - Oxford University Press N1 - CONTENTS: 1. Introduction to Big Data Analytics. 2. Data Analytics Life Cycle. 3. Introduction to R. 4. NoSQL. 5. Hadoop. 6. Introduction to Preprocessing. 7. Theory and Methods: Association Rules. 8. Theory and Methods: Clustering. 9. Regression. 10. Classification. 11. Time Series Analysis. 12. Theory and Methods - Text Analysis. 13. Mining Data Streams. 14. NoSQL Databases - Neo4j and MongoDB. 15. Big Data Technology and Tools - Spark and Storm. 16. Big Data Infrastructure ER -