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The Importance Of Big Data Analytics-Tools & Benefits
Everyone must be well aware of the fact that most of the analytics technologies & techniques provide a means to extract insights from the data by analyzing the data sets. This enables business to draw accurate conclusions by analyzing the extracted information. Thus most of the analytics technologies and their applications play a key role in business in taking informed decisions. Business intelligence (BI) queries answer basic questions about business operations and performance.
Big Data Analytics is a form of advanced analytics, which involves complex applications with elements such as predictive models, statistical algorithms and what-if analysis powered by high-performance analytics systems.
The Importance Of Big Data Analytics-
Big Data Analytics makes use of high-powered computing systems & algorithms that offers various business benefits, including:
- New revenue opportunities
- More effective marketing
- Better customer service
- Improved operational efficiency
- Competitive advantages over rivals
NoSQL databases, as well as Hadoop and its companion data analytics tools, including:
YARN: a cluster management technology and one of the key features in second-generation Hadoop.
MapReduce: a software framework that allows developers to write programs that process massive amounts of unstructured data in parallel across a distributed cluster of processors or stand-alone computers.
Spark: an open source, parallel processing framework that enables users to run large-scale data analytics applications across clustered systems.
HBase: a column-oriented key/value data store built to run on top of the Hadoop Distributed File System (HDFS).
Hive: an open source data warehouse system for querying and analyzing large data sets stored in Hadoop files.
Kafka: a distributed publish/subscribe messaging system designed to replace traditional message brokers.
Pig: an open source technology that offers a high-level mechanism for the parallel programming of MapReduce jobs executed on Hadoop clusters.
Get to know more about these two in-trend technologies by being a part of Analytics Path Big Data Analytics Training In Hyderabad.