Top 10 Data Collection Alternatives & Competitors

The Machine Learning Data Catalog Software solutions below are the most common alternatives that users and reviewers compare with Data Collection. Machine Learning Data Catalog Software is a widely used technology, and many people are seeking time saving, secure software solutions with dynamic data masking, machine learning recommendations, and natural language query. Other important factors to consider when researching alternatives to Data Collection include reliability and ease of use. The best overall Data Collection alternative is AWS Glue. Other similar apps like Data Collection are Atlan, Collibra, Alation, and Coalesce Catalog (formerly CastorDoc). Data Collection alternatives can be found in Machine Learning Data Catalog Software but may also be in Data Governance Tools or ETL Tools.

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Best Paid & Free Alternatives to Data Collection

AWS Glue
Atlan
Collibra
Alation
Coalesce Catalog (formerly CastorDoc)
ServiceNow Workflow Data Fabric
DataGalaxy
Secoda

Top 10 Alternatives to Data Collection Recently Reviewed By G2 Community

Browse options below. Based on reviewer data, you can see how Data Collection stacks up to the competition and find the best product for your business.

AWS Glue

By Amazon Web Services (AWS)

4.3/5

(196)

Product Description

Categories in common with Data Collection:

Machine Learning Data Catalog

Atlan

By Atlan

4.5/5

(122)

Product Description

Atlan is a Modern Data Workspace with the vision to enable data democratization within organizations, while maintaining the highest standards of governance and security. The diverse users of today’s modern data team, ranging from data engineers to business users, come together to collaborate on Atlan. By enabling data discovery, context sharing, governance, and security, data teams using Atlan are able to free upwards of 30% of their time—replacing manual, repetitive tasks with automation and minimizing dependency on IT. Teams using Atlan have been able to improve time to insight by 60X and create 100 additional data projects in a single quarter!

Categories in common with Data Collection:

Machine Learning Data Catalog

Collibra

By Collibra

4.2/5

(102)

Product Description

Unlike other data and AI governance solutions, Collibra offers a complete platform, powered by an enterprise metadata graph, that unifies data and AI governance to provide automated visibility, context and control—across every system and use case—and enriches data context with every use. The platform lets your people trust, comply and consume all your data while the enterprise metadata graph accumulates context with every use. Collibra’s automated access control safely puts data in your users’ hands without manual intervention, bringing more safety and more autonomy to every user to accelerate innovation. And Collibra AI Governance is the only solution that creates an active link between datasets and policies, models and AI use cases — cataloging, assessing and monitoring every AI use case and associated data set.

Categories in common with Data Collection:

Machine Learning Data Catalog

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Coalesce Catalog (formerly CastorDoc)

By Coalesce

4.7/5

(64)

Product Description

CastorDoc is a collaborative, automated data discovery & catalog tool. We believe that data people spend way too much time trying to find and understand their data. CastorDoc redesigns how data people collaborate. It provides a single source of truth to reference and document all the knowledge related to data within your company. If you are looking for a table related to your customers, just look for it as you would in Google and CastorDoc provides you with all the context you will need in your analysis. Inspired by internal tools developed by Uber, Airbnb, Lyft, and Spotify, Castor has developed a plug & play solution that deploys in mins to drive value for companies of all sizes. Discover and catalog your data today.

Categories in common with Data Collection:

Machine Learning Data Catalog

ServiceNow Workflow Data Fabric

By ServiceNow

4.3/5

(62)

Product Description

Categories in common with Data Collection:

Machine Learning Data Catalog

DataGalaxy

By DataGalaxy

4.8/5

(62)

Product Description

DataGalaxy is the industry’s first data knowledge catalog helping organizations understand how their entire business runs on data. An established leader in Europe, growing rapidly and operating worldwide, DataGalaxy offers a user-centric platform dedicated to metadata mapping, active metadata management, and metadata knowledge sharing. With its innovative approach to data governance and cataloging, DataGalaxy helps businesses of all sizes gain control over their data assets and make better, more informed decisions.

Categories in common with Data Collection:

Machine Learning Data Catalog

Secoda

By Secoda

4.5/5

(55)

Product Description

Categories in common with Data Collection:

Machine Learning Data Catalog

Select Star

By Select Star

4.5/5

(55)

Product Description

Select Star is a data discovery platform that automatically analyzes & documents your data. Many data scientists and business analysts spend too much time looking for the right data, often having to ask other people to find it. Beyond a data catalog, Select Star provides an easy to use data portal, where data teams can govern their data and share the knowledge base with all data consumers inside the company.

Categories in common with Data Collection:

Machine Learning Data Catalog

Sifflet

By Sifflet

4.5/5

(54)

Product Description

Sifflet is a Full Data Stack Observability platform acting as an overseeing layer to the Data Stack, ensuring that data is reliable from ingestion to consumption. Whether the data is in transit or at rest, Sifflet can detect data quality anomalies, assess business impact, identify the root cause, and alert data teams’ on their preferred channels. All thanks to 50+ quality checks, extensive column-level lineage, and 30+ connectors across the Data Stack. In addition, data discovery is made easy through Sifflet’s information-rich data catalog with a powerful search engine and real-time health statuses.

Categories in common with Data Collection:

Machine Learning Data Catalog