IBM Journey to AI blog

JULY 13, 2023

This is the practice of creating, updating and consistently enforcing the processes, rules and standards that prevent errors, data loss, data corruption, mishandling of sensitive or regulated data, and data breaches. Effective data security protocols and tools contribute to strong data integrity.

Data Quality 74

Data Quality Data Profiling Data Governance Machine Learning 74

Alation

AUGUST 26, 2021

It asks much larger questions, which flesh out an organization’s relationship with data: Why do we have data? Why keep data at all? Answering these questions can improve operational efficiencies and inform a number of data intelligence use cases, which include data governance, self-service analytics, and more.

Data Governance 64

Data Governance ML ML Augmented Analytics 64

Pickl AI

OCTOBER 18, 2023

This enhances the depth and usefulness of the data. Data Governance Frameworks Establishing a robust data governance framework ensures that data quality is maintained consistently across the organization. It defines roles, responsibilities, and processes for data management.

Data Quality 52

Data Quality ML ML Machine Learning 52

DagsHub

AUGUST 23, 2024

We already know that a data quality framework is basically a set of processes for validating, cleaning, transforming, and monitoring data. Data Governance Data governance is the foundation of any data quality framework. If any of these is missing, the client data is considered incomplete.

Data Quality 52

Data Quality Data Governance Machine Learning Machine Learning 52

The MLOps Blog

JUNE 27, 2023

It sits between the data lake and cloud object storage, allowing you to version and control changes to data lakes at scale. LakeFS facilitates data reproducibility, collaboration, and data governance within the data lake environment. Share features across the organization.

Machine Learning 134

Machine Learning Machine Learning ML ML 134