Best Machine Learning Data Catalog Software - Page 5
Machine learning data catalogs allow companies to categorize, access, interpret, and collaborate around company data across multiple data sources, while maintaining a high level of governance and access management. Artificial intelligence is key to many features of machine learning data catalogs, enabling functionality such as machine learning recommendations, natural language querying, and dynamic data masking for enhanced security purposes.
Companies can utilize machine learning data catalogs to maintain data sets in a single location so that searching for and discovering data is simple for everyday business users and analysts alike. Users have the ability to comment on, share, and recommend data sets so colleagues can have an immediate understanding of what they are querying. Additionally, IT administrators can put into place user provisioning to ensure unauthorized employees are not accessing sensitive data.
Machine learning data catalogs are most frequently implemented by companies that have multiple data sources, are searching for one source of truth, and are attempting to scale data usage company-wide. These products are generally administered by IT departments, who can maintain organization and security, but data can be accessed by data scientists or analysts and the average business user. The data can then be transformed, modeled, and visualized either directly in the machine learning data catalog or through an integration with business intelligence software.
It should be noted that not all machine learning data catalogs provide data preparation capabilities and may require an integration with a business intelligence platform. Additionally, these tools differ from master data management software due to their enhanced governance, collaboration, and machine learning functionality.
To qualify for inclusion in the Machine Learning Data Catalog category, a product must:
Best Machine Learning Data Catalog Software At A Glance
G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.
A weekly snapshot of rising stars, new launches, and what everyone's buzzing about.
- Overview
- User Satisfaction
- Seller Details
Chat with your Enterprise Knowlange/Databases/Documents From HR policies to sales data, provide your team instance access to consistent company information. Just ask our AI finds what you need, expla
- Overview
- User Satisfaction
- Seller Details
Sapien's Data Collection Services provide high-quality, structured datasets tailored to fuel AI and machine learning projects. Addressing the challenges of sourcing and preparing data for AI training,
- Overview
- User Satisfaction
- Seller Details
Dataland is a unified data workspace specifically intended for frontline, operational users – like supply chain, logistics, operations, and customer support. Dataland centralizes all data into one pla
- Overview
- User Satisfaction
- Seller Details
Find, access, and take action on your data. Make it easy for your users to find the data they need with a user-friendly, AI-powered gallery of all your business's available data.
124 Twitter followers
- Overview
- User Satisfaction
- Seller Details
data.world is the most-adopted data catalog and governance platform on the market. Built on a unique knowledge graph foundation, data.world seamlessly integrates with your existing systems. We set
5,563 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Deasie provides an automated labeling workflow to rapidly label, catalog and filter unstructured data better than any human.
- Overview
- User Satisfaction
- Seller Details
Empowers non-tech users to converse with data using any LLMs, whether deployed in VPC or through external APIs, ensuring rapid retrieval with exceptional speed, accuracy, and precision. Fully managed
20 Twitter followers
- Overview
- User Satisfaction
- Seller Details
With Enterprise Data Catalog Advanced Scanners, you can automatically extract the most granular metadata and track data dependencies across data sources.
100,074 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Entity Catalog is a comprehensive database developed by Qloo, encompassing over 575 million entities across various domains such as entertainment, dining, travel, and consumer products. This extensive
- Overview
- User Satisfaction
- Seller Details
Erisna is an enterprise data catalog and discovery platform that enables data analysts, data engineers, data scientists, and data managers to get the most out of their data. Connect Erisna to various
- Overview
- User Satisfaction
- Seller Details
Forcepoint Data Classification redefines data classification with AI-driven precision and automation, eliminating manual errors and enhancing DLP efficacy. We use an advanced AI Mesh to deliver highly
65,541 Twitter followers
- Overview
- User Satisfaction
- Seller Details
FSQ Spatial H3 Hub eliminates traditional barriers to geospatial data adoption in traditional ML models by providing data scientists with analysis-ready datasets that do not require specialized geospa
23,122 Twitter followers
- Overview
- User Satisfaction
- Seller Details
IQ Metadata Manager helps enterprises unlock their data by uniting metadata domain categories in a single place to create a real-time view of all of your information. Create a standardized glossary &a
- Overview
- User Satisfaction
- Seller Details
Key Ward is a deep-tech company specializing in engineering data management and AI adoption, particularly within the automotive and aerospace industries. Their flagship products, Key Ward HUB and Key
- Overview
- User Satisfaction
- Seller Details
Metaphor is a modern, comprehensive data catalog that excels in making data management accessible and efficient for both data producers and consumers. Its strengths include robust data governance and
401 Twitter followers
