Big Data Analytics Software Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Big Data Analytics Software
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
Big Data Analytics Software Articles
85+ Big Data Statistics To Map Growth in 2025
When you think about data, follow the zeros.
by Soundarya Jayaraman
36+ Big Data Examples and Applications In Real Life
As companies rationalize their database management practices, more firms turn to big data to operationalize their business outcomes.
by Devin Pickell
Leveraging Data Governance Across Big Data Environments
Data is a critical asset to organizations today and the growing volume of diverse data generation is making data management and governance increasingly important and challenging. Managing the ever-increasing complexity in data sets has given rise to the concept of big data, but what exactly is big data, and why is it important for businesses?
by Isha Kaur
A Brief History of Data and the Birth of Analytics Platforms
The story of the first business computer could not be more British if it tried.
by Tom Pringle
Top 5 Big Data Predictions by 2021
The world of big data is expected to reach an astonishing 163 zettabytes, or 163 trillion gigabytes, by 2025. Curious about how large one zettabyte is? It could store roughly 2 billion years' worth of music.
by Devin Pickell
8 Big Data Technologies On the Rise
The media storm surrounding big data has calmed, but businesses are still searching for ways to harness all this data.
by Devin Pickell
The 4 Most Important Big Data Programming Languages
Programming languages, just like spoken languages, have their own unique structures, formats, and flows.
by Devin Pickell
10 Data Analytics Trends for 2020 and Beyond
More and more businesses today are looking to extract insight out of their systems using data analytics.
by Devin Pickell
Big Data Analytics Software Glossary Terms
Big Data Analytics Software Discussions
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Question on: EXASOL
Community Edition
What is the Exasol Community Edition? Which features are included in this edition?
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It is a free-to-use, one-node image of the Exasol In-Memory Database that can be installed on common virtualization solutions, including VMware, VirtualBox and KVM or on bare metal (ISO-Image). Using the Community Edition, you can discover and explore the features and benefits of the Exasol In-Memory Database on your local machine.
It contains all available Exasol In-Memory Database features with the following limitations:
Runs only in single virtual machines (no cluster)
Can store up to 200 GB or raw data (please adjust the VM RAM setting to at least 10 to 20 percent of the amount of raw data to be managed by the system).
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Question on: Dataiku
What data visualization and reporting methods do you support?
Data Visualization
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Dataiku supports a number of tools for engaging stakeholders and team members, including:
- 25 types of interactive charts
- Dashboards that allow you to share insights from your project
- Web-apps that allow you to create custom HTML, Javascript (d3.js, Leaflet, plot.ly, …), and Python based web applications.
Find out more about how to create data visualizations and reports through our Learning portal.
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Combine multiple charts and tables into shareable dashboards
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Question on: Dataiku
What machine learning algorithms do you support?
Techical Specifications
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Dataiku leverages machine learning libraries from scikit-learn, Spark MLlib, H2O and Vertica for guided ML analyses that give you instant visual & statistical feedback on model performance. You can also integrate any external ML library (Vowpal Wabbit, Tensorflow, etc.) through code APIs to build custom models.
Find out more about how to build machine learning models through our Learning portal.
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Big Data Analytics Software Reports
Mid-Market Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Grid® Report
Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Grid® Report
Momentum Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for Big Data Analytics
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Grid® Report
Small-Business Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Grid® Report
Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Grid® Report
Momentum Grid® Report for Big Data Analytics
Winter 2026
G2 Report: Momentum Grid® Report











