Alation

SEPTEMBER 7, 2021

Organizations need to ensure that data use adheres to policies (both organizational and regulatory). In an ideal world, you’d get compliance guidance before and as you use the data. Imagine writing a SQL query or using a BI dashboard with flags & warnings on compliance best practice within your natural workflow. In Summary.

Data Governance 59

Data Governance Data Scientist Data Quality Data Profiling 59

The MLOps Blog

JUNE 27, 2023

Model versioning, lineage, and packaging : Can you version and reproduce models and experiments? Can you see the complete model lineage with data/models/experiments used downstream? You can define expectations about data quality, track data drift, and monitor changes in data distributions over time.

Machine Learning 134

Machine Learning Machine Learning ML ML 134

IBM Journey to AI blog

JANUARY 5, 2023

Efficiently adopt data platforms and new technologies for effective data management. Apply metadata to contextualize existing and new data to make it searchable and discoverable. Perform data profiling (the process of examining, analyzing and creating summaries of datasets).

Data Quality 52

Data Quality Data Lakes Data Warehouse Big Data 52

phData

SEPTEMBER 28, 2023

Attach a Common Data Model Folder (preview) When you create a Dataflow from a CDM folder, you can establish a connection to a table authored in the Common Data Model (CDM) format by another application. We suggest establishing distinct Dataflows for various source types like on-premises, cloud, SQL Server, and Databricks.

Power BI 78

Power BI Data Preparation Machine Learning Machine Learning 78

The MLOps Blog

MARCH 15, 2023

If you will ask data professionals about what is the most challenging part of their day to day work, you will likely discover their concerns around managing different aspects of data before they get to graduate to the data modeling stage. How frequently you would require to transfer the data is also of key interest.

Data Pipeline 59

Data Pipeline ETL SQL Data Quality 59