Big Data

Tools

  • Apache Hadoop
  • Apache Solr
  • Apache Spark – In-memory Data Processing Engine
  • HDFS – Hadoop Distributed File System
  • Ambari – Provising, Managing and Monitoring Hadoop Clusters
  • YARN Map Reduce v2 – Distributed Processing Framework
  • Sqoop – Data Exchange
  • Flume – Log Collector
  • Zookeeper – Coordination
  • Oozie – Workflow
  • Pig – Scripting
  • Mahout – Machine Learning
  • R Connectors – Statistics
  • Hive – SQL Query
  • Hbase – Columnar Store

Use Cases

  • Fraud Analysis
  • Sentiment Analysis
  • Retail – Data Processing
  • Market Basket Analysis
  • IT Infrastructure Optimization
  • Advertising Analysis
  • Predictive Analysis
  • Weather Forecasting
  • Customer Churn Analysis
  • Healthcare Analysis

Videos