DataRobot Blog

AUGUST 16, 2022

The survey asked companies how they used two overlapping types of tools to deploy analytical models: Data operations (DataOps) tools, which focus on creating a manageable, maintainable, automated flow of quality-assured data. If deployment goes wrong, DataOps/MLOps can even help solve the problem. Survey Questions.

DataOps 52

DataOps AI AI ML 52

IBM Journey to AI blog

SEPTEMBER 5, 2024

Transparency All participants must understand how data-related decisions are made and how data controls work. Policies, procedures and standards must be communicated, and stakeholders should have access to resources and documentation. Auto-generated audit logs : Record data interactions to understand how employees use data.

Data Governance 75

Data Governance Data Quality DataOps Artificial Intelligence 75

Alation

OCTOBER 12, 2021

Enterprise data analytics integrates data, business, and analytics disciplines, including: Data management. Data engineering. DataOps. … In the past, businesses would collect data, run analytics, and extract insights, which would inform strategy and decision-making. Business strategy. Analytics forecasting.

Analytics 52

Analytics Analytics Data Governance DataOps 52