Best Big Data Analytics Software - Page 2
Big data analytics software provides insights into large data sets that are collected from big data clusters. These tools help business users digest data trends, patterns, and anomalies and synthesize the information into understandable data visualizations, reports, and dashboards. Because of the unstructured nature of big data clusters, these analytics solutions often require a query language to pull the data out of the file system. Some solutions may offer self-service features so that non-technical employees can assemble their own charts and graphs from big data sets.
Some big data analytics solutions offer features powered by machine learning, such as natural language processing, allowing the user to query company data in a natural manner. Big data analytics software is commonly used at companies running Hadoop in conjunction with big data processing and distribution software to collect and store data. In addition, these products typically integrate with data warehouse software, the central storage hub for a company’s integrated data.
Big data analytics software differs from analytics platforms inasmuch as the former are solely focused on the manipulation of complex and large scale big data clusters into understandable visualizations, while the latter are geared toward a wide range of data sources and connectors. The two categories are mutually exclusive, and those products which are solely focused on big data use cases are only categorized in the big data analytics category.
To qualify for inclusion in the Big Data Analytics category, a product must:
Featured Big Data Analytics Software At A Glance
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MATLAB is a high-level programming and numeric computing environment widely utilized by engineers and scientists for data analysis, algorithm development, and system modeling. It offers a desktop envi
102,976 Twitter followers
IBM Cloud Pak® for Data is a fully integrated data and AI platform that modernizes how businesses collect, organize and analyze data, forming the foundation to infuse AI across their organization. Run
708,652 Twitter followers
Ilum: A Data Platform Built by Data Engineers, for Data Engineers Ilum is a Data Lakehouse platform that unifies data management, distributed processing, analytics, and AI workflows for AI engineer
Ilum is a data platform that functions as a data warehouse and a data science platform with data ops capabilities, operating seamlessly both on-premise and in the cloud. Users like the flexibility of Ilum, its user-friendly interface, quick setup process, excellent customer support, and its ability to integrate well with other tools, making daily operations easier and more organized. Reviewers mentioned that Ilum could benefit from additional modules focused on ETL, more visual options for customizing dashboards, and that it requires some basic knowledge of K8S to start with, which can be challenging for some users.
19 Twitter followers
Dremio is the pioneer of The Agentic Lakehouse—the only data platform built for agents, managed by agents. Organizations need to transform ideas into actions at unprecedented speed—Dremio delivers thi
5,081 Twitter followers
Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, blend, transf
257 Twitter followers
DIAdem is data management software for measurement data aggregation, inspection, analysis, and reporting. DIAdem is application software that helps engineers accelerate post-processing of measurement
26,280 Twitter followers
At Cloudera, we believe data can make what is impossible today, possible tomorrow. We deliver an enterprise data cloud for any data, anywhere, from the Edge to AI. We enable people to transform vast a
106,649 Twitter followers
Qubole is the open data lake company that provides a simple and secure data lake platform for machine learning, streaming, and ad-hoc analytics. No other platform provides the openness and data worklo
9,470 Twitter followers
Gigasheet is an analytics platform purpose-built for healthcare market intelligence. Gigasheet analyzes price transparency files and payer-negotiated rates at massive scale. Used by payers, consultant
365 Twitter followers
Apache Pig is a platform for analyzing large data sets that consists of a high-level language for expressing data analysis programs, coupled with infrastructure for evaluating these programs. The sali
66,061 Twitter followers
Tinybird is a fully managed ClickHouse® service designed for software developers and AI-native product teams by enabling them to create large-scale real-time analytics projects with minimal effort. Ti
StarTree Cloud is a fully-managed user-facing real-time analytics Database-as-a-Service (DBaaS) designed for OLAP at massive speed and scale. Based on Apache Pinot™, StarTree Cloud provides enterprise
2,262 Twitter followers
Arcadia Data provides the first visual analytics and BI platform native to big data that delivers the scale, performance, and agility business users need to discover and productionize real-time insigh
1,103 Twitter followers
Gathr.ai powers AI with complete data context for higher quality intelligence. With day-zero, high-fidelity data discourse, users can get data-backed answers to the ‘why’, ‘what-if’, and ‘how do I’ qu
Gathr.ai is a data warehouse intelligence tool that allows users to ask sales-related questions in natural language and receive data-driven answers. Reviewers frequently mention the ease of building pipelines and configuring workflows, the no-code/low-code approach for analytics, and the ability to generate data-driven insights from various platforms. Reviewers noted that while the product is generally solid, it would be beneficial to have more advanced resources or walkthroughs focused on real-time analytics patterns, and more frequent updates to the documentation.
