NLU Meghalaya Library

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Big Data Analytics/ By G. Sudha Sadasivam & R. Thirumahal.

By: Contributor(s): Material type: TextAnalytics: Show analyticsPublication details: New Delhi: Oxford University Press, 2020.Edition: 1st EdDescription: 423p;, viii, 24cmISBN:
  • 9780199497225
DDC classification:
  • 23rd Ed. 005.745 SAD
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Holdings
Item type Current library Collection Call number Copy number Status Barcode
Books Central Library GS Collection Computer Science 005.745 SAD (Browse shelf(Opens below)) Available 8575
Books Central Library GS Collection Computer Science 005.745 SAD (Browse shelf(Opens below)) ;1 Available 8576

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.

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