Here are some of the key big data analytics tools :

  • Hadoop – helps in storing and analyzing data
  • MongoDB – used on datasets that change frequently
  • Talend – used for data integration and management
  • Cassandra – a distributed database used to handle chunks of data
  • Spark – used for real-time processing and analyzing large amounts of data
  • STORM – an open-source real-time computational system
  • Kafka – a distributed streaming platform that is used for fault-tolerant storage