AWS Big Data

OCTOBER 14, 2024

Enterprise data is brought into data lakes and data warehouses to carry out analytical, reporting, and data science use cases using AWS analytical services like Amazon Athena , Amazon Redshift , Amazon EMR , and so on. We discuss the challenges in maintaining the metadata as well as ways to overcome those challenges and enrich the metadata.

Metadata 103

Metadata Data Lake Modeling Data Warehouse 103

CIO Business Intelligence

NOVEMBER 22, 2022

Every enterprise needs a data strategy that clearly defines the technologies, processes, people, and rules needed to safely and securely manage its information assets and practices. The fabric, especially at the active metadata level, is important, Saibene notes. Bechtel envisions an upcoming sea change in external data sharing.

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

Cloudera

NOVEMBER 13, 2024

We are excited to announce the acquisition of Octopai , a leading data lineage and catalog platform that provides data discovery and governance for enterprises to enhance their data-driven decision making. Together, Cloudera and Octopai will help reinvent how customers manage their metadata and track lineage across all their data sources.

Metadata 96

Metadata Management Data Governance Data-driven 96

Rocket-Powered Data Science

JULY 19, 2023

The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data. What could be faster and easier than on-prem enterprise data sources? using high-dimensional data feature space to disambiguate events that seem to be similar, but are not).

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

erwin

NOVEMBER 13, 2020

The business challenges facing organizations today emphasize the value of enterprise architecture (EA) , so the future of EA is closer than you think. See also: What Is Enterprise Architecture? . Let’s dig into the first two and then look at the role of enterprise architects and how to ensure your EA tools are up to the tasks ahead.

Enterprise 131

Enterprise Digital Transformation Key Performance Indicator Data-driven 131

O'Reilly on Data

FEBRUARY 11, 2020

These include the basics, such as metadata creation and management, data provenance, data lineage, and other essentials. The top-line good news is that people at all levels of the enterprise seem to be alert to the importance of data quality. Disorganized data stores and lack of metadata” is fundamentally a governance issue.

Data Quality 309

Data Quality Metadata Data Governance Publishing 309

AWS Big Data

NOVEMBER 20, 2024

We’re excited to announce a new feature in Amazon DataZone that offers enhanced metadata governance for your subscription approval process. With this update, domain owners can define and enforce metadata requirements for data consumers when they request access to data assets. Key benefits The feature benefits multiple stakeholders.

Metadata 92

Metadata Data Governance Metrics Marketing 92

CIO Business Intelligence

NOVEMBER 27, 2024

But along with siloed data and compliance concerns , poor data quality is holding back enterprise AI projects. So, before embarking on major data cleaning for enterprise AI, consider the downsides of making your data too clean. And while most executives generally trust their data, they also say less than two thirds of it is usable.

Enterprise 141

Enterprise Data Quality Modeling Structured Data 141

AWS Big Data

NOVEMBER 29, 2023

Eightfold is a leader in AI products for enterprises to build on their talent’s existing skills. The Eightfold Talent Intelligence Platform integrates with Amazon Redshift metadata security to implement visibility of data catalog listing of names of databases, schemas, tables, views, stored procedures, and functions in Amazon Redshift.

Metadata 111

Metadata Data Warehouse Analytics Data Analytics 111

erwin

MARCH 17, 2020

Here are a few examples specific to enterprise architecture and business process modeling, data modeling and data governance. Enterprise Architecture & Business Process Modeling. erwin Data Modeler can help you find, visualize, design, deploy and standardize high-quality enterprise data assets. No problem. Data Governance.

Data Governance 138

Data Governance Enterprise Modeling Metadata 138

Ontotext

JULY 29, 2021

And what are the commercial implications of semantic technologies for enterprise data? KGs bring the Semantic Web paradigm to the enterprises, by introducing semantic metadata to drive data management and content management to new levels of efficiency and breaking silos to let them synergize with various forms of knowledge management.

Enterprise 124

Enterprise Metadata Knowledge Discovery Management 124

TDAN

MAY 31, 2022

The main goal of creating an enterprise data fabric is not new. It is the ability to deliver the right data at the right time, in the right shape, and to the right data consumer, irrespective of how and where it is stored. Data fabric is the common “net” that stitches integrated data from multiple data […].

Metadata 98

Metadata Enterprise IT Data Architecture 98

erwin

JANUARY 9, 2020

Enterprises are trying to manage data chaos. Then there’s unstructured data with no contextual framework to govern data flows across the enterprise not to mention time-consuming manual data preparation and limited views of data lineage. They might have 300 applications, with 50 different databases and a different schema for each one.

Data Governance 144

Data Governance Modeling Metadata Unstructured Data 144

DataKitchen

AUGUST 3, 2021

The data mesh design pattern breaks giant, monolithic enterprise data architectures into subsystems or domains, each managed by a dedicated team. The past decades of enterprise data platform architectures can be summarized in 69 words. Centralized enterprise data architectures are not built to support Agile development.

Data Architecture 246

Data Architecture Data Lake Cost-Benefit Data Warehouse 246

CIO Business Intelligence

SEPTEMBER 19, 2024

Data intelligence platform vendor Alation has partnered with Salesforce to deliver trusted, governed data across the enterprise. This enables companies to directly access key metadata (tags, governance policies, and data quality indicators) from over 100 data sources in Data Cloud, it said.

Data Governance 123

Data Governance Metadata Unstructured Data Structured Data 123

CIO Business Intelligence

DECEMBER 9, 2024

The Bedrock updates included Model Distillation a managed service aimed at helping enterprises bring down their cost of running LLMs, and prompt caching on Bedrock designed to reduce the cost of prompting an LLM by storing prompts in a cached memory. This unification could help enterprises reduce IT integration overhead, and complexity.

Metadata 116

Metadata Unstructured Data Data Lake Data-driven 116

AWS Big Data

AUGUST 13, 2024

Additionally, authorization policies can be configured for a domain unit permitting actions such as who can create projects, metadata forms, and glossaries within their domain units. Similarly, authorization policies can help organizations govern the management of organizational domains, collaboration, and metadata.

Data Governance 119

Data Governance Metadata Enterprise Sales 119

Octopai

JUNE 30, 2022

Establishing a single, enterprise-wide source of truth? If you can rattle off the top five or ten enterprise data catalog use cases in your sleep, this post is an attempt to add a little more color and variety to your data life. Here are three ways enterprises can leverage their data catalogs that don’t make the standard lists.

Enterprise 96

Enterprise Data-driven Data Quality Data Lake 96

AWS Big Data

MARCH 4, 2024

As enterprises collect increasing amounts of data from various sources, the structure and organization of that data often need to change over time to meet evolving analytical needs. This is critical for fast-moving enterprises to augment data structures to support new use cases. Iceberg maintains the table state in metadata files.

Snapshot 132

Snapshot Data Lake Metadata Recreation/Entertainment 132

AWS Big Data

NOVEMBER 16, 2023

This post discusses best practices for designing enterprise-grade Data Vaults of varying scale using Amazon Redshift; the second post in this two-part series discusses the most pressing needs when designing an enterprise-grade Data Vault and how those needs are addressed by Amazon Redshift.

Enterprise 110

Enterprise Data Warehouse Data Lake Optimization 110

AWS Big Data

OCTOBER 25, 2023

By some estimates, unstructured data can make up to 80–90% of all new enterprise data and is growing many times faster than structured data. After decades of digitizing everything in your enterprise, you may have an enormous amount of data, but with dormant value. You can integrate different technologies or tools to build a solution.

Unstructured Data 133

Unstructured Data Metadata Management Analytics 133

Rocket-Powered Data Science

FEBRUARY 15, 2023

These rules are not necessarily “Rocket Science” (despite the name of this blog site), but they are common business sense for most business-disruptive technology implementations in enterprises. The latter is essential for Generative AI implementations.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

erwin

OCTOBER 8, 2020

But transforming and migrating enterprise data to the cloud is only half the story – once there, it needs to be governed for completeness and compliance. With all these diverse metadata sources, it is difficult to understand the complicated web they form much less get a simple visual flow of data lineage and impact analysis.

Data Governance 145

Data Governance Metadata Testing Data Lake 145

CIO Business Intelligence

AUGUST 15, 2023

But CIOs are cautiously evaluating how to safely deploy generative AI in the enterprise, and what guard-rails to put around it. To help IT leaders keep tabs on their exposure to generative AI, CIO.com offers this round-up of the latest generative AI announcements from some of the major enterprise software vendors.

Software 98

Software Enterprise Sales Visualization 98

erwin

JANUARY 14, 2021

These surveys helped IDC develop a model that describes the five stages of enterprise recovery , aligning business focus with the economic situation: When the COVID-19 crisis hit, organizations focused on business continuity. When we enter into the next normal, the future enterprise will emerge.

Digital Transformation 143

Digital Transformation Metadata Big Data Data-driven 143

AWS Big Data

FEBRUARY 29, 2024

Working with large language models (LLMs) for enterprise use cases requires the implementation of quality and privacy considerations to drive responsible AI. However, enterprise data generated from siloed sources combined with the lack of a data integration strategy creates challenges for provisioning the data for generative AI applications.

Data Governance 123

Data Governance Unstructured Data Metadata Data Lake 123

erwin

DECEMBER 6, 2019

Team Resources : Most successful organizations have established a formal data management group at the enterprise level. As a foundational component of enterprise data management, DG would reside in such a group. Enterprise Data Management Methodology : DG is foundational to enterprise data management.

Data Governance 145

Data Governance Metadata Enterprise Data-driven 145

DataKitchen

FEBRUARY 2, 2023

Enterprises are more challenged than ever in their data sprawl , so reducing risk and lowering costs drive software spending decisions. The vendor sprawl leaves enterprises to integrate and rationalize their approach. The code, configuration, and metadata about your data are the Intellectual Property of your data teams.

Metadata 130

Metadata Testing Risk Data Science 130

erwin

DECEMBER 3, 2020

This metadata is ingested into the data catalog, definitions are added within a business glossary, and the searchable repository enables users to understand how data is used and stored. Then stakeholders from across the enterprise can discover, manage and collaborate on the most relevant and valuable data assets.

Metadata 141

Metadata Data Governance Data-driven Digital Transformation 141

AWS Big Data

NOVEMBER 16, 2023

This post discusses the most pressing needs when designing an enterprise-grade Data Vault and how those needs are addressed by Amazon Redshift in particular and AWS cloud in general. The first post in this two-part series discusses best practices for designing enterprise-grade data vaults of varying scale using Amazon Redshift.

Enterprise 110

Enterprise Data Warehouse Snapshot Cost-Benefit 110

CIO Business Intelligence

MARCH 24, 2023

While data management has become a common term for the discipline, it is sometimes referred to as data resource management or enterprise information management (EIM). Several of the overall benefits of data management can only be realized after the enterprise has established systematic data governance.

Data Governance 142

Data Governance Management Metadata Data Quality 142

erwin

JANUARY 30, 2020

I’m encouraged by these results as it tells us that enterprises are really beginning to embrace the power of data to shape their organizations. However, more than 50 percent say they have deployed metadata management, data analytics, and data quality solutions. erwin Named a Leader in Gartner 2019 Metadata Management Magic Quadrant.

Data Governance 145

Data Governance Metadata Cost-Benefit Digital Transformation 145

O'Reilly on Data

JANUARY 8, 2019

Sustaining machine learning in an enterprise. This is also reflected by the emergence of tools that are specific to machine learning, including data science platforms, data lineage, metadata management and analysis, data governance, and model lifecycle management. Burgeoning IoT technologies. Automation in data science and data.

IoT 207

IoT Machine Learning Internet of Things Data Science 207

erwin

MARCH 12, 2020

With metadata-driven automation, many DevOps processes can be automated, adding more “horsepower” to increase their speed and accuracy. Just like with cars, more horsepower in DevOps translates to greater speed. Doing More with Less. Click here to request a free demo of erwin DI.

Metadata 140

Metadata Digital Transformation Data-driven Enterprise 140

AWS Big Data

NOVEMBER 13, 2024

In addition, the team aligned on business metadata attributes that would help with data discovery. Business metadata Business metadata helps users understand the context of the data, which can lead to increased trust in the data. This provides consistency of business metadata across the organization.

Metadata 105

Metadata Data Quality Digital Transformation Data-driven 105

CIO Business Intelligence

MAY 24, 2022

Just after launching a focused data management platform for retail customers in March, enterprise data management vendor Informatica has now released two more industry-specific versions of its Intelligent Data Management Cloud (IDMC) — one for financial services, and the other for health and life sciences.

Finance 140

Finance Management Metadata Machine Learning 140

AWS Big Data

APRIL 3, 2024

For many enterprises and large organizations, it is not feasible to have one processing engine or tool to deal with the various business requirements. AWS provides integrations for various AWS services with Iceberg tables as well, including AWS Glue Data Catalog for tracking table metadata.

Data Lake 122

Data Lake Snapshot Metadata Data Architecture 122