Best Machine Learning Data Catalog Software - Page 4
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
BigID’s data intelligence platform enables organizations to know their enterprise data and take action for privacy, protection, and perspective. Customers deploy BigID to proactively discover, manage,
- CEO
- Founder
- Marketing and Advertising
- Computer Software
- 41% Small-Business
- 35% Mid-Market
2,760 Twitter followers
- Overview
- User Satisfaction
- Seller Details
The eQube® Analytics Suite is an Analytics and Business Intelligence platform designed to empower end users with analytics capabilities. It processes streaming data, Big Data, and Data Lakes, providin
- 50% Mid-Market
- 50% Small-Business
46 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Global IDs is an innovative software company delivering purpose-built solutions for data-centric organizations. Global IDs is committed to helping organizations of any size solve business problems wit
- 33% Enterprise
- 33% Mid-Market
3,987 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Immuta enables organizations to unlock value from their cloud data by protecting it and providing secure access. The Immuta Data Security Platform provides sensitive data discovery, security and acces
- Information Technology and Services
- 67% Enterprise
- 20% Mid-Market
38,328 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Informatica Cloud Data Governance and Catalog is a comprehensive, cloud-native solution designed to empower organizations with predictive data intelligence. By integrating data discovery, cataloging,
- 50% Enterprise
- 43% Small-Business
100,074 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Informatica Enterprise Data Preparation empowers data scientists and data analysts to rapidly discover, enrich, cleanse, and govern data pipelines for faster insights.
- 50% Mid-Market
- 30% Small-Business
100,074 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
LayerNext is the AI-powered Business Insight Generation platform. With LayerNext's proactive insights, decision-makers can move quickly and make confident, data-driven decisions. LayerNext seamlessly
- 100% Enterprise
- Overview
- User Satisfaction
- Seller Details
The PHEMI Trustworthy Health DataLab is a unique, cloud-based, integrated big data management system that allows healthcare organizations to enhance innovation and generate value from healthcare data
- 67% Small-Business
- 33% Enterprise
762 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Unlock the real power of your Data In today's data-driven landscape, the quality of your data is paramount. Poor data quality can lead to wrong business decisions, poor quality software or biased AI
- 100% Small-Business
- Overview
- User Satisfaction
- Seller Details
Data Catalog automatically crawls, profiles, organizes, links, and enriches all your metadata. Up to 80% of the information associated with the data is documented automatically and kept up-to-date thr
- 50% Mid-Market
64,589 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Waterline Data Fingerprinting works by analyzing the data values in each data set and profiling the data. Waterline Data then uses that information to create a fingerprint for each column of data—usin
- 100% Enterprise
1,717 Twitter followers
- Overview
- User Satisfaction
- Seller Details
At Zaloni, we believe in the unrealized power of data. Our data management software, Arena, provides an augmented catalog that enables self-service data enrichment and consumption. We work with the wo
- 100% Small-Business
1,302 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
With Accurity, the all-in-one data intelligence platform, you get company-wide understanding and complete trust in your data - speed up business-critical decision making, increase your revenue, reduce
- 100% Mid-Market
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Ataccama enables organizations to maximize the transformative potential of data and AI with Ataccama ONE, a unified, AI-powered data management platform for automated data quality, data governance, an
- 42% Small-Business
- 33% Mid-Market
3,117 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Binary Demand provides custom solutions to prevent wastage of your data by making up for its natural degradation. Its customised data solutions include standardisation, de-duping, cleansing, verificat
42 Twitter followers
