Remove metadata-management-data-governance-with-cloudera-sdx
article thumbnail

Metadata Management and Data Governance with Cloudera SDX

Cloudera

In this article, we will walk you through the process of implementing fine grained access control for the data governance framework within the Cloudera platform. Data curator: Assigns and enforces data classification according to the rules defined by the data stewards so that data assets are searchable by the data consumer.

article thumbnail

Metadata Management & Data Governance with Cloudera SDX

Cloudera

In this article, we will walk you through the process of implementing fine grained access control for the data governance framework within the Cloudera platform. Data curator: Assigns and enforces data classification according to the rules defined by the data stewards so that data assets are searchable by the data consumer.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

How Cloudera Supports Zero Trust for Data

Cloudera

The revised ZTMM is organized by five categories or pillars: identity, devices, networks, applications and workloads, and data, and four levels of maturity: traditional, initial, advanced, and optimal. How does Cloudera support the evolution to optimal? The data is protected but it is also accessible by the people who need it.

article thumbnail

Observe Everything

Cloudera

Cloudera Data Platform (CDP) is no different: it’s a hybrid data platform that meets organizations’ needs to get to grips with complex data anywhere, turning it into actionable insight quickly and easily. And, crucial for a hybrid data platform, it does so across hybrid cloud. That’s where observability comes in.

article thumbnail

The Future Is Hybrid Data, Embrace It

Cloudera

We live in a hybrid data world. In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 108
article thumbnail

Why Data Governance Is Crucial for All Enterprise-Level Businesses

Cloudera

Whether the enterprise uses dozens or hundreds of data sources for multi-function analytics, all organizations can run into data governance issues. Bad data governance practices lead to data breaches, lawsuits, and regulatory fines — and no enterprise is immune. . Everyone Fails Data Governance.

article thumbnail

Of Muffins and Machine Learning Models

Cloudera

Model interpretability is one of five main components of model governance. In this article, we explore model governance, a function of ML Operations (MLOps). Before we can understand how model lineage is managed and subsequently audited, we first need to understand some high-level constructs within CML. Model Visibility.