Big Data Analytics/
Sadasivam, G. Sudha.
Big Data Analytics/ By G. Sudha Sadasivam & R. Thirumahal. - 1st Ed. - New Delhi: Oxford University Press, 2020. - 423p;, viii, 24cm.
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.
9780199497225
005.745 / SAD
Big Data Analytics/ By G. Sudha Sadasivam & R. Thirumahal. - 1st Ed. - New Delhi: Oxford University Press, 2020. - 423p;, viii, 24cm.
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.
9780199497225
005.745 / SAD