{"product_id":"9789355854209-3","title":"Big Data Analytics for BE Anna University R21CBCS (V - AI\u0026DS- CCS334,  (V,VI(VI - Vertical I - CSE \/ IT \/ CS\u0026BS \/ AI\u0026DS \u0026 Verical VI - EEE - CCS334))","description":"\u003cp\u003eSyllabus Big Data Analytics - [CCS334] UNIT I \tUNDERSTANDING BIG DATA Introduction to big data - convergence of key trends - unstructured data - industry examples of big data - web analytics - big data applications - big data technologies - introduction to Hadoop - open source technologies - cloud and big data - mobile business intelligence - Crowd sourcing analytics - inter and trans firewall analytics. (Chapter - 1) UNIT II \tNOSQL DATA MANAGEMENT Introduction to NoSQL - aggregate data models - key-value and document data models - relationships - graph databases - schemaless databases - materialized views - distribution models - master-slave replication - consistency - Cassandra - Cassandra data model - Cassandra examples - Cassandra clients (Chapter - 2) UNIT III \tBASICS OF HADOOP Data format - analyzing data with Hadoop - scaling out - Hadoop streaming - Hadoop pipes - design of Hadoop distributed file system (HDFS) - HDFS concepts - Java interface - data flow - Hadoop I\/O - data integrity - compression - serialization - Avro - file-based data structures - Cassandra - Hadoop integration. (Chapter - 3) UNIT IV \tMAP REDUCE APPLICATIONS MapReduce workflows - unit tests with MRUnit - test data and local tests - anatomy of MapReduce job run - classic Map-reduce - YARN - failures in classic Map-reduce and YARN - job scheduling - shuffle and sort - task execution - MapReduce types - input formats - output formats. (Chapter - 4) UNIT V \tHADOOP RELATED TOOLS Hbase - data model and implementations - Hbase clients - Hbase examples - praxis. Pig - Grunt - pig data model - Pig Latin - developing and testing Pig Latin scripts. Hive - data types and file formats - HiveQL data definition - HiveQL data manipulation - HiveQL queries. (Chapter - 5)\u003c\/p\u003e","brand":"Technical Publications","offers":[{"title":"Default Title","offer_id":46717117431979,"sku":"11906227426","price":245.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0620\/3355\/9723\/files\/9789355854209_3_1c69dc9f-7c84-43cb-beb1-ad7260cc617d.jpg?v=1780053524","url":"https:\/\/technicalpublications.in\/products\/9789355854209-3","provider":"Technical Publications","version":"1.0","type":"link"}