Alation

JANUARY 20, 2022

This requires that you determine the scope of your data quality program. In other words, you must determine the items that should be under control of a data governance program focused upon data quality. This starts by determining the critical data elements for the enterprise. Step 2: Data Definitions.

Data Quality 94

Data Quality Data Governance Data Profiling Clean Data 94

Smart Data Collective

JULY 15, 2021

You’d probably get frustrated, overlook some things, and maybe even find that other items are missing. A data catalog serves the same purpose. It helps you locate and discover data that fit your search criteria. With data catalogs, you won’t have to waste time looking for information you think you have.

Data Quality 127

Data Quality Database Data Observability Data Pipeline 127

Precisely

SEPTEMBER 11, 2023

Here are some of the key capabilities, and what they mean for you: Auto metadata discovery: Use data profiles to enable the collection and detection of an extensive range of metadata upon data ingestion or on a scheduled basis.

Data Quality 52

Data Quality AI AI Data Profiling 52

phData

FEBRUARY 22, 2023

Conversely, without consistent naming conventions for objects in Snowflake , it becomes challenging for newcomers to understand the logic and locate specific items without relying on the tribal knowledge of more experienced team members. This is because not only do you need to test your schema/structures, but you have to test the actual data.

SQL 52

SQL Data Quality Database ETL 52

The MLOps Blog

JUNE 27, 2023

When thinking about a tool for metadata storage and management, you should consider: General business-related items : Pricing model, security, and support. Talend Data Quality Talend Data Quality is a comprehensive data quality management tool with data profiling, cleansing, and monitoring features.

Machine Learning 134

Machine Learning Machine Learning ML ML 134