Machine Learning Data Catalog Software Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Machine Learning Data Catalog Software
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
Machine Learning Data Catalog Software Articles
What You Need to Know about G2’s Active Metadata Management Category
Metadata is what describes your data. It’s the label on your containers that tells you which one contains sugar or salt. It's the card that the valet gives you when you park your vehicle at the shopping mall. In the world of tech, it includes information such as the author of a file, file size, time of creation, last updated, etc., (basic metadata elements). Most of this data has remained passive for the longest time (just storing data in a static catalog), leaving the wealth of data insights it can generate unexplored.
by Preethica Furtado
2021 Trends in Data Management
This post is part of G2's 2021 digital trends series. Read more about G2’s perspective on digital transformation trends in an introduction from Michael Fauscette, G2's chief research officer and Tom Pringle, VP, market research, and additional coverage on trends identified by G2’s analysts.
by Isha Kaur
How COVID-19 Is Impacting Data Professionals
Remote work isn't the future. It's a current reality, with nearly 75% of U.S. workers working remotely at least some of the time, according to Owl Labs' State of Remote Work 2019 Report. Data scientists and other data professionals are no exception to the rule and are able to bring their work home with them if and when the need, or desire, arises. However, a switch to remote work isn't as straightforward as simply taking a work laptop home.
by Matthew Miller
Machine Learning Data Catalog Software Glossary Terms
Explore our Technology Glossary
Browse through dozens of terms to better understand the products you purchase and use everyday.
Machine Learning Data Catalog Software Discussions
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Question on: IBM Knowledge Catalog
What are Capacity Unit-Hours?Billing
Data Refinery Flow, Profiling and Sampling jobs are charged for the number of whole or partial hours they run multiplied by the number of Capacity Units required per hour for each capacity type. At the moment, IBM supports only one capacity type in Watson Knowledge Catalog, which requires six Capacity Units per hour. A minimum charge of 0.96 Capacity Unit-Hours will apply for each job execution. A set number of free Capacity Unit-Hours are included in each plan for the month. For the Professional plan, charges will apply once the plan limit is reached for that month. For the Lite plan, once the plan limit for that month is reached, a data-flow or profiling job cannot be run until the next month or until the plan is upgraded to the Professional plan.
Examples:
1) A Data Refinery Flow job runs for 30 minutes
0.5 hours x 6 Capacity Units Required Per Hour x USD 0.50 per Capacity Unit-Hour = USD 1.50
2) A Profiling job runs for nine minutes (profiling jobs can be automatically or manually triggered)
The minimum charge applies in this scenario:
0.16 hours x 6 Capacity Units Required Per Hour x USD 0.50 per Capacity Unit-Hour = USD 0.48
3) A Data Refinery Flow job runs for 12 hours
12 hours x 6 Capacity Units Required Per Hour x USD 0.50 per Capacity Unit-Hour = USD 36.00
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Question on: IBM Knowledge Catalog
Can you set up access groups for people in different lines of business?Access
Yes. Access groups can be set up through IBM Cloud Identity and Asset Management. In the Access Control module of Watson Knowledge Catalog, you can add a collaborator or a user group.
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Question on: IBM Knowledge Catalog
Are there data-preparation capabilities in Watson Knowledge Catalog?Capabilities
Yes. Data-preparation capabilities are available through Data Refinery, which is part of Watson Knowledge Catalog. Data Refinery provides a rich set of capabilities that not only allow you to discover, cleanse, and transform your data with built-in operations, but it also comes with powerful profiling and visualization tools, such as charts, graphs and stats to help you interact with and understand your data. Data-access-and-transform policies defined in Watson Knowledge Catalog are also enforced in Data Refinery to ensure that sensitive data that originated from governed catalogs remains protected.
Machine Learning Data Catalog Software Reports
Grid® Report for Machine Learning Data Catalog
Summer 2025
G2 Report: Grid® Report
Momentum Grid® Report for Machine Learning Data Catalog
Summer 2025
G2 Report: Momentum Grid® Report
Grid® Report for Machine Learning Data Catalog
Spring 2025
G2 Report: Grid® Report
Momentum Grid® Report for Machine Learning Data Catalog
Spring 2025
G2 Report: Momentum Grid® Report
Grid® Report for Machine Learning Data Catalog
Winter 2025
G2 Report: Grid® Report
Momentum Grid® Report for Machine Learning Data Catalog
Winter 2025
G2 Report: Momentum Grid® Report