Best Machine Learning Data Catalog Software - Page 6
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
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Pentaho Data Catalog changes how your business discovers and manages data, ensuring seamless scalability across all data types and volumes. Simplify data observability with a unified business glossary
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Insights are only as valuable as the quality of the data used to construct them. Start by identifying all accessible data using the automated catalog, search, and discovery features in Data360. Transl
3,993 Twitter followers
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Privacera, based in Fremont, CA, was founded in 2016 by the creators of Apache Ranger™ and Apache Atlas. Delivering trusted and timely access to data consumers, Privacera provides data privacy, securi
- 100% Enterprise
490 Twitter followers
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Reltio offers the industry's first cloud-native, multi-domain MDM SaaS solution. By offering next-generation master data management, the Reltio Connected Data Platform leverages a cloud-native, multi-
- 50% Enterprise
- 33% Mid-Market
1,490 Twitter followers
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Our model catalog is a game-changing experiment tracker for managing machine learning operations. It’s a centralized hub where you can discover, explore, streamline, and manage your individual or orga
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Sequentum Cloud - the ultimate low code web scraper for trusted data. Sequentum Cloud is a fully cloud-based SaaS web scraping solution to help any user access high-quality, trusted, custom web dat
- 100% Small-Business
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Structurify creates value from your untapped unstructured data.
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Teleskope offers comprehensive data security, governance and privacy software, protecting your data from detection to remediation to prevention. Our platform seamlessly integrates with your cloud data
- 100% Mid-Market
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TextQL is a platform that simplifies the data-to-insight process for organizations. The platform indexes BI tools and semantic layers, documents data in dbt, and uses OpenAI and language models to pro
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Traceye is an Enterprise-grade data indexing infrastructure platform to build and deploy subgraphs with best-in-class performance, security and scalability. Experience Faster and Seamless Access to In
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Complex organisations with legacy systems and specialised knowledge suffer from data silos and fragmented information. Untrite Intelligence™ AI platform helps leveraging your existing data to improve
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Vectice, an auto-documentation platform, empowers data scientists and model developers to build trust faster in AI models. By continuously cataloging AI assets and knowledge during development, model
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Dockit Metadata Manager for SharePoint allows you to take control of all aspects of metadata management in your SharePoint. As everyone knows, SharePoint content without proper metadata renders ShareP
93 Twitter followers
