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: Collibra
What is Critical data elements? How to identify CDE.How to identify critical data element
There are a variety of criteria that may determine a data element to be critical. These criteria may include (but are not limited to) the following:
1) Whether the element must be fed downstream or output into a report
2) Whether the element is used in some way shape or form in logic, or as a filter
3) Whether it's a key field
4) Whether the field impacts the quality of the overall record
5) Reference data in a record will generally be identified as a CDE as it may impact logic, quality, filtering, etc.
Critical Data Elements are “…those that are determined to be vital to the successful operation of the organization"
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Question on: IBM Knowledge Catalog
After purchase of a Standard or Professional plan, how much set up is required in order to take full advantage of the product?Getting Started
Watson Knowledge Catalog is all self service, so an administrator can start by creating a catalog, then adding and curating assets right away. Additional tasks can include:
Building a business glossary
Defining data protection policies to govern access to data
Inviting users to the catalog
Machine Learning Data Catalog Software Reports
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
Grid® Report for Machine Learning Data Catalog
Fall 2024
G2 Report: Grid® Report
Momentum Grid® Report for Machine Learning Data Catalog
Fall 2024
G2 Report: Momentum Grid® Report
Grid® Report for Machine Learning Data Catalog
Summer 2024
G2 Report: Grid® Report
Momentum Grid® Report for Machine Learning Data Catalog
Summer 2024
G2 Report: Momentum Grid® Report