Best Machine Learning Data Catalog Software - Page 3
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
- Pros and Cons
- User Satisfaction
- Seller Details
Promethium delivers self-service data at AI scale through its revolutionary Instant Data Fabric™ — the first agentic platform purpose-built for modern enterprises. Unlike traditional data architecture
- 46% Mid-Market
- 31% Enterprise
372 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Sidecar data catalog is a modern, intuitive and comprehensive tool to discover, classify and enrich all your data assets. Automatically index all the metadata in a centralized repository and provide a
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
ThinkData Works offers a data catalog platform designed to improve the process of connecting, managing, and sharing data. Cut costs and improve productivity with unique features for virtualizing ent
- 60% Mid-Market
- 33% Small-Business
1,225 Twitter followers
- Overview
- User Satisfaction
- Seller Details
A data lineage management solution that automatically collects and analyzes data lineage of mission-critical data, visualizing data flow and derivation rule from data source to target.
- 67% Mid-Market
- 33% Enterprise
10 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Datameer revolutionizes data transformation with a low-code approach, trusted by top global enterprises. Craft, transform, and publish data seamlessly with no code and SQL, simplifying complex data en
- Information Technology and Services
- 63% Enterprise
- 21% Mid-Market
11,295 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Intel(R) Machine Learning Scaling Library (Intel(R) MLSL) is a library providing an efficient implementation of communication patterns used in deep learning.
- 33% Enterprise
- 33% Mid-Market
4,475,576 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Qlik Data Catalyst accelerates the transition towards modern data management by providing essential capabilities in four areas.
- 36% Mid-Market
- 36% Enterprise
64,589 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Spectrum Discovery, a powerful predictive analytics solution, helps create a clear picture of your client and identify areas rife with opportunity - and it does it in 3D.
- 50% Small-Business
- 42% Mid-Market
3,993 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Binah.ai’s Health Data Platform is an AI-powered, video-based, software-only solution that transforms smartphones, tablets or personal computers into a health and wellness monitoring tool – just by th
- 100% Small-Business
684 Twitter followers
- Overview
- User Satisfaction
- Seller Details
BMC’s Catalog Manager for IMS is a no-charge offering that helps you be more efficient with the IMS Catalog and managed Application Control Blocks (ACBs) through a familiar interface and seamless inte
- 100% Enterprise
48,231 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Dataedo is a comprehensive data governance platform designed for mid-sized organizations seeking to catalog, document, and manage their data assets efficiently. It provides a centralized, intuitive so
- 50% Mid-Market
- 50% Small-Business
- Overview
- User Satisfaction
- Seller Details
erwin Data Catalog (erwin DC) is metadata management software that helps organizations learn what data they have and where it’s located, including data at rest and in motion.
- 50% Mid-Market
- 50% Enterprise
17,202 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
SelectZero is a data observability platform that helps organizations understand, validate, and monitor their data across systems to ensure reliability, consistency, and usability. Being data-driven
- Financial Services
- 64% Mid-Market
- 18% Enterprise
- Overview
- User Satisfaction
- Seller Details
Long Description Tree Schema democratizes access to metadata management for all companies, providing the essential capabilities required to effectively manage your data and enable your team to collabo
- 50% Mid-Market
- 50% Small-Business
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Alex is a Metadata Management Platform designed to empower everyone to securely find, understand, protect, and ethically use the world’s data. Recognised by Gartner as a Leader in the Magic Quadrant f
- 60% Mid-Market
- 40% Small-Business
91 Twitter followers
