Cloudera

APRIL 2, 2024

We understand the importance of protecting sensitive government data from unauthorized access, and we have implemented robust security measures to safeguard this information. Purpose Built for Security Here at Cloudera, we focus on ensuring that our platform meets the highest standards of security and regulatory compliance.

Metadata 101

Metadata Measurement Management Enterprise 101

CIO Business Intelligence

MARCH 18, 2024

The updated advisory on AI governance emphasizes the significance of industry self-regulation and proactive measures to tackle emerging challenges. Additionally, if any user makes changes to the information, the metadata should be configured to identify the user or computer resource that made those changes.

Metadata 93

Metadata Visualization Modeling Risk 93

DataKitchen

MAY 4, 2023

A domain is a unit that includes integrated or raw data, artifacts created from data, the code that acts upon the data, the team responsible for the data, and metadata such as data catalog, lineage, and processing history. Chris talks about the idea of a ‘domain’ as a principle of Data Mesh.

Measurement 130

Measurement Data-driven Testing Cost-Benefit 130

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. How Do You Measure Data Quality? Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

O'Reilly on Data

JANUARY 29, 2019

A recent survey investigated how companies are approaching their AI and ML practices, and measured the sophistication of their efforts. On the other hand, we wanted to measure the sophistication of their use of these components. On one hand, we wanted to see whether companies were building out key components.

Deep Learning 208

Deep Learning Machine Learning Data Science Metadata 208

Ontotext

OCTOBER 11, 2023

In addition, he also mentioned the lack of standardized measurements for understanding the impact and the potential harm AI-powered projects have and the risks they bring. Krasimira showcased how knowledge graphs, combined with semantic metadata , enhance LLMs for better content discovery, understanding, and question-answering.

Metadata 69

Metadata Cost-Benefit Marketing Modeling 69

erwin

JUNE 22, 2020

Now that pulling stakeholders into a room has been disrupted … what if we could use this as 40 opportunities to update the metadata PER DAY? Overcoming the 80/20 Rule with Micro Governance for Metadata. What if we could buck the trend, and overcome the 80/20 rule?

Metadata 105

Metadata Data Governance Digital Transformation Measurement 105

Alation

FEBRUARY 3, 2022

This process embeds continuous improvement into the system through steps that monitor and measure performance to (1) glean insights and (2) integrate those lessons into the governance system. In other words, leaders must clarify how things will be governed, who is responsible, and how success or failure will be measured.

Data Governance 98

Data Governance Measurement Metadata Testing 98

AWS Big Data

FEBRUARY 29, 2024

For users to be able to discover and comprehend the data, the first step is to build a comprehensive catalog using the metadata that is generated and captured in the source systems. From here, object metadata (such as file owner, creation date, and confidentiality level) is extracted and queried using Amazon S3 capabilities.

Data Governance 92

Data Governance Unstructured Data Metadata Data Lake 92

CIO Business Intelligence

MARCH 24, 2023

Programs must support proactive and reactive change management activities for reference data values and the structure/use of master data and metadata. Key features include a collaborative business glossary, the ability to visualize data lineage, and generate data quality measurements based on business definitions.

Data Governance 142

Data Governance Management Metadata Data Quality 142

AWS Big Data

MARCH 7, 2023

It covers how to use a conceptual, logical architecture for some of the most popular gaming industry use cases like event analysis, in-game purchase recommendations, measuring player satisfaction, telemetry data analysis, and more. Along with metadata management, data quality is important to increase confidence for consumers.

Analytics 68

Analytics Data Warehouse Data Lake Metadata 68

Alation

JANUARY 9, 2023

DCAM is a comprehensive data management framework to measure capabilities, and then identify and prioritise gaps, with a focus on auditability. That defining data is called metadata , which is data that describes data. The capture, organisation, and sharing of metadata calls for a data catalog. From DCAM To Data Catalog.

Risk Management 52

Risk Management Risk Management Metadata 52

Alation

FEBRUARY 7, 2023

The product collected an impressive amount of metadata, from the user interface to the database structure. It then translated all that metadata into an image resembling a spider’s web. The lineage metadata didn’t gain traction because it wasn’t actively integrated with other business and technical metadata.

Metadata 52

Metadata Data Warehouse Visualization Data Quality 52

AWS Big Data

OCTOBER 3, 2023

Iceberg tables store metadata in manifest files. As the number of data files increase, the amount of metadata stored in these manifest files also increases, leading to longer query planning time. The query runtime also increases because it’s proportional to the number of data or metadata file read operations.

Optimization 107

Optimization Snapshot Data Lake Metadata 107

Rocket-Powered Data Science

FEBRUARY 15, 2023

Know thy data: understand what it is (formats, types, sampling, who, what, when, where, why), encourage the use of data across the enterprise, and enrich your datasets with searchable (semantic and content-based) metadata (labels, annotations, tags). The latter is essential for Generative AI implementations.

Strategy 289

Strategy Experimentation Uncertainty Machine Learning 289

Alation

MAY 12, 2023

At Alation, one of our core values is to measure success through customer impact. It ties all the metadata together beautifully and helps give deeper insights into the data stories we are telling and how they are built,” writes Harrington. I am using Alation to aid in our data governance efforts.

Metadata 52

Metadata Data Governance Data-driven Sales 52

CIO Business Intelligence

NOVEMBER 22, 2022

While the need for data access internally is rising, [CIOs] also have to keep pace with rapidly evolving regulatory and compliance measures, like the EU Artificial Intelligence Act and the newly released White House Blueprint for an AI Bill of Rights,” Nirmal says.

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

Ontotext

JULY 6, 2023

This shift of both a technical and an outcome mindset allows them to establish a centralized metadata hub for their data assets and effortlessly access information from diverse systems that previously had limited interaction. internal metadata, industry ontologies, etc.) names, locations, brands, industry codes, etc.)

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

Alation

MARCH 14, 2023

All critical data elements (CDEs) should be collated and inventoried with relevant metadata, then classified into relevant categories and curated as we further define below. Store Where individual departments have their own databases for metadata management, data will be siloed, meaning it can’t be shared and used business-wide.

Data Strategy 52

Data Strategy Strategy Metadata Data Quality 52

Alation

MAY 12, 2023

At Alation, one of our core values is to measure success through customer impact. It ties all the metadata together beautifully and helps give deeper insights into the data stories we are telling and how they are built,” writes Harrington. I am using Alation to aid in our data governance efforts.

Metadata 40

Metadata Data Governance Data-driven Sales 40

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Such datasets are measured by how many “tokens” (words or word parts) they include. Capture and document model metadata for report generation. Track models and drive transparent processes.

Risk 77

Risk Modeling Management Metadata 77

CIO Business Intelligence

MAY 4, 2023

The UK GDPR states that security measures must ensure the confidentiality, integrity, and availability of data (known in cybersecurity as the CIA triad) and protect against accidental loss, destruction, or damage. Data Privacy and Security The EU’s GDPR has formed the basis of data privacy regulations not just in EU but around the world.

Metadata 52

Metadata Risk Measurement Enterprise 52

erwin

APRIL 16, 2021

The webinar looked at how to gauge the maturity and progress of data governance programs and why it is important for both IT and the business to be able to measure success. This webinar will discuss how to answer critical questions through data catalogs and business glossaries, powered by effective metadata management.

Data Governance 128

Data Governance Metadata Cost-Benefit Digital Transformation 128

O'Reilly on Data

JULY 28, 2020

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Any metric can and will be abused.

Marketing 362

Marketing Experimentation Metrics Testing 362

AWS Big Data

APRIL 3, 2024

By selecting the corresponding asset, you can understand its content through the readme, glossary terms , and technical and business metadata. By analyzing the historical report snapshot, you can identify areas for improvement, implement changes, and measure the effectiveness of those changes.

Data Quality 86

Data Quality Visualization Metadata Metrics 86

IBM Big Data Hub

APRIL 10, 2023

The approach should be designed to provide enough metadata that key HR decision makers can identify which processes and decisions are informed by AI while maintaining anonymity and privacy in the data itself.

Strategy 94

Strategy Data Architecture Cost-Benefit Reporting 94

Ontotext

MARCH 29, 2021

Vassil Momtchev: RDF-star (formerly known as RDF*) helps in every case, where the user needs to express a complex relationship with metadata associated for a triple like: 1. << Technically speaking, RDF-star is the syntactic sugar, which makes it easier to attach metadata to edges in the graph. source :TheNationalEnquirer ; 3.

Metadata 59

Metadata IT Modeling Experimentation 59

Cloudera

DECEMBER 10, 2020

These techniques range from distributing concurrent query for overall throughput to metadata caching, data caching, and results caching. CDW saves time and resources for end-user workloads but does not compromise metadata availability. 700 / month for security and metadata service . $90 These techniques directly reduce costs. .

Data Warehouse 98

Data Warehouse Metadata Cost-Benefit Optimization 98

Alation

MARCH 22, 2022

DataOps requires an array of technology to automate the design, development, deployment, and management of data delivery, with governance sprinkled on for good measure. The table details are extracted from the IDF pipeline information, which then syncs details like column, table, business, and technical metadata. Transparency is key.

Metadata 52

Metadata Cost-Benefit Data Quality Data Lake 52

Insight

MARCH 12, 2020

Data Collection The AIgent leverages book synopses and book metadata. To my knowledge, the most extensive repository of synopses and metadata is Goodreads. To collect these genre tags and other metadata, I took advantage of the well-documented Goodreads API. features) and metadata (i.e. In other words, if 0.1%

Modeling 59

Modeling Metadata Publishing Sales 59

erwin

APRIL 15, 2020

Ingest to a quarantined area where it can be profiled and measured for quality, completeness, and correctness, and where necessary, cleansed. Rationalize external data dictionaries to our internal data dictionaries and understand where differences occur and how we will overcome those differences.

Data Governance 134

Data Governance Metadata Testing Reporting 134

TDAN

NOVEMBER 2, 2021

What is Data Governance and How Do You Measure Success? Data governance is a system for answering core questions about data. It begins with establishing key parameters: What is data, who can use it, how can they use it, and why? Answers will differ widely depending upon a business’ industry and growth strategy. But what […].

Data Governance 115

Data Governance Strategy Measurement IT 115

O'Reilly on Data

MARCH 31, 2020

You might have millions of short videos , with user ratings and limited metadata about the creators or content. Job postings have a much shorter relevant lifetime than movies, so content-based features and metadata about the company, skills, and education requirements will be more important in this case.

Management 332

Management Machine Learning Experimentation Metrics 332

Cloudera

SEPTEMBER 29, 2020

Doing multiple runs of the same query allowed us to measure performance with data cached on the SSD from the previous run. CDP ensures end to end security, governance and metadata management consistently across all the services through its versatile Shared Data Experience (SDX) module. Cloudera Data Warehouse vs HDInsight.

Data Warehouse 120

Data Warehouse Metadata Data-driven Machine Learning 120

IBM Big Data Hub

JANUARY 5, 2023

Apply metadata to contextualize existing and new data to make it searchable and discoverable. Critical capabilities of modern high-quality data quality management solutions require an organization to: Enforce data governance across an organization by augmenting manual data quality processes with metadata and AI-related technologies.

Data Quality 52

Data Quality Data Architecture Strategy Data Lake 52

Ontotext

APRIL 15, 2020

An example of the sort of linked data reasoning that can be employed here is that if quarantine and social distancing measures are in place for a region, then a community that’s part of this region will be subject to those same restrictions, so you don’t need to materialize everything in the graph.

Publishing 105

Publishing Metadata Data mining Technology 105

Cloudera

DECEMBER 11, 2020

Doing multiple runs of the same query allowed us to measure performance with data cached on the SSD from the previous run. CDP ensures end-to-end security, governance, and metadata management consistently across all the services through its versatile Shared Data Experience (SDX) module. Cloudera Data Warehouse vs EMR.

Data Warehouse 109

Data Warehouse Metadata Machine Learning Measurement 109