Best Big Data Analytics Software - Page 4
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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- Overview
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CelerData Cloud is the fastest, secure analytical engine that powers customer-facing and AI-driven analytics at scale, delivering consistently reliable and unbeatable performance with a future-proof a
- 67% Small-Business
- 33% Enterprise
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Cloudera DataFlow (CDF), formerly Hortonworks DataFlow (HDF), is a scalable, real-time streaming analytics platform that ingests, curates, and analyzes data for key insights and immediate actionable i
- 67% Enterprise
- 33% Mid-Market
106,880 Twitter followers
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DoubleCloud is winding down operations. The company ceased creating new accounts on October 1, 2024, and will completely close on March 1, 2025. DoubleCloud specialized in data analytics infrastru
- 75% Small-Business
- 25% Mid-Market
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- User Satisfaction
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Exploratory enables users to understand data by transforming, visualizing, and applying advanced statistics and machine learning algorithms.
- 100% Small-Business
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- User Satisfaction
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Kinetica is the database for time & space. Kinetica makes it easy and fast to: - ingest massive amounts of IoT data and other contextual data sets - fuse data sets using spatial and temporal joi
- 100% Mid-Market
3,507 Twitter followers
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Multiple users can explore data, then interactively create and refine predictive models. Distributed, in-memory processing slashes model development time, quickly surfacing valuable insights you can a
- 52% Enterprise
- 32% Small-Business
61,221 Twitter followers
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- User Satisfaction
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Timbr is the ontology-based semantic layer used by leading enterprises to make faster, better decisions with ontologies that transform structured data into AI-ready knowledge. By unifying enterpri
- 63% Small-Business
- 38% Enterprise
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- User Satisfaction
- Seller Details
Store and query unlimited machine data with Axiom’s Cloud Native data insight platform.
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
ChaosSearch helps modern organizations Know Better™ by activating the data lake for analytics. The ChaosSearch Data Lake Platform indexes customers’ cloud data, rendering it fully searchable and enabl
- 50% Enterprise
- 50% Small-Business
766 Twitter followers
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- Seller Details
ETHoS™ is an AI-driven precision care platform developed by Standpoint Software, designed to enhance the performance of physician-led care teams in perioperative settings. By integrating machine learn
- 100% Small-Business
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- User Satisfaction
- Seller Details
A DATA HUB that provides the missing “layer” in an ANALYTICS Data-Driven landscape to IT teams using Data Analytics solutions such as Tableau®, Excel®, Talend, Qlik®, Power BI®, DATAIKU® or MicroStrat
- 100% Small-Business
297 Twitter followers
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- User Satisfaction
- Seller Details
Kognitio is a mature SQL engine for your Hadoop cluster or your data warehouse. It allows businesses to gain ROI from big data projects by providing interactive BI on big data for business users who c
- 100% Small-Business
2,308 Twitter followers
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- User Satisfaction
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Kpow is a sophisticated enterprise Kafka management tool designed to enhance the experience of engineering teams by providing a comprehensive solution for managing, monitoring, exploring, and securing
- 50% Mid-Market
- 25% Enterprise
126 Twitter followers
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Mindtree Data Analytics is an adoptable data analytics platform with industry-specific machine learning algorithms.
- 100% Mid-Market
78,546 Twitter followers
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Build your ML/AI and data pipelines 20X faster with low-code Sparkflows studio and deploy your models in production at speeds in-line with the business needs.
- 100% Mid-Market
