Big data is the collection of Structured, Semi-structured, and Unstructured data which can be processed and used in Predictive Analytics, Machine Learning, and other advanced Data Analysis applications.

Best Big Data Tools?

  • Apache Spark
  • Hadoop
  • Altas.ti
  • HPCC
  • Apache Cassandra
  • Strom

Apache Spark

Apache Spark is a Big Data Processing and Machine Learning Analytics Engine that operates at lightning speed. Spark provides an API that is easy to use and handles large datasets for fast analytics queries. It also provides several libraries which support SQL Queries, Graph Processing, and building Machine Learning models. These conventional packages help developers work more efficiently while creating complicated workflows.


Apache Hadoop is a Java-based open-source, robust, and fault-tolerant Big Data Processing platform from the Apache software foundation. Hadoop is built to handle any type of information, including Organized, Semi-structured, and Unstructured data. Each task in Hadoop is broken into small sub-tasks, which are then allocated to each data node in the Hadoop cluster. In a Hadoop cluster, each data node processes a modest quantity of data, resulting in low network traffic.


With accessible research tools and best-in-class technology, ATLAS.ti helps you find meaningful insights. This may be used in academia, market research, and customer experience study, including qualitative and combined methodologies analysis.


HPCC’s Big Data Processing solution was created by LexisNexis risk solutions company that provides data processing services under a common platform, structure, and scripting languages. It represents one of the most effective big data solutions available, allowing users to complete jobs using significantly minimum programming.

Apache Cassandra 

The Apache Cassandra database is commonly utilized to organize large volumes of information effectively. It is the best tool for businesses that can’t afford to lose their data when the data center is down. Cassandra is a NoSQL Database that allows you to transfer data horizontally across clusters seamlessly. It has the capacity for huge scalability and is not limited to joins or predefined schemas.


Apache Storm is a master-slave architectural computation system. It’s ideal for analyzing large volumes of data in a small period of time. The Storm is the leading tool in real-time intelligence due to its low latency, scalability, and ease of deployment. Since Strom is open-source, it is used by small-scale as well as large-scale businesses.