Rocket-Powered Data Science

MARCH 20, 2023

With all the data in and around the enterprise, users would say that they have a lot of information but need more insights to assist them in producing better and more informative content. And AI can help users find the appropriate data that they need from across the enterprise. AI can help business users extract and produce (i.e.,

Data Warehouse 325

Data Warehouse Metadata Digital Transformation Machine Learning 325

CIO Business Intelligence

DECEMBER 18, 2024

Customer relationship management ( CRM ) software provider Salesforce has updated its agentic AI platform, Agentforce , to make it easier for enterprises to build more efficient agents faster and deploy them across a variety of systems or workflows. Christened Agentforce 2.0, New agent skills in Agentforce 2.0

Enterprise 98

Enterprise IT Sales Metadata 98

Ontotext

MARCH 19, 2021

way we package information has a lot to do with metadata. The somewhat conventional metaphor about metadata is the one of the library card. This metaphor has it that books are the data and library cards are the metadata helping us find what we need, want to know more about or even what we don’t know we were looking for.

Metadata 124

Metadata Publishing Enterprise Management 124

Ontotext

JUNE 10, 2021

This is a graph of millions of edges and vertices – in enterprise data management terms it is a giant piece of master/reference data. Not Every Graph is a Knowledge Graph: Schemas and Semantic Metadata Matter. open-world vs. closed-world assumptions).

Metadata 119

Metadata Cost-Benefit OLAP Modeling 119

DataKitchen

FEBRUARY 20, 2025

Were thrilled to unveil TestGen Enterprise V3 , the latest evolution in Data Quality automation, featuring Data Quality Scoring. Better Metadata Management Add Descriptions and Data Product tags to tables and columns in the Data Catalog for improved governance. DataOps just got more intelligent.

Data Quality 183

Data Quality Scorecard Testing Dashboards 183

AWS Big Data

JANUARY 9, 2025

Iceberg offers distinct advantages through its metadata layer over Parquet, such as improved data management, performance optimization, and integration with various query engines. Icebergs table format separates data files from metadata files, enabling efficient data modifications without full dataset rewrites.

Metadata 106

Metadata Snapshot Cost-Benefit Optimization 106

CIO Business Intelligence

FEBRUARY 27, 2025

A high hurdle many enterprises have yet to overcome is accessing mainframe data via the cloud. These tools dont have the necessary connectors, metadata relationships, or lineage mapping that spans both mainframe and cloud environments. This presents a lack of visibility in the metadata lineage spanning across mainframe and cloud data.

Metadata 98

Metadata Data Lake Cost-Benefit Forecasting 98

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 363

Data Quality Metadata Data Governance Publishing 363

erwin

SEPTEMBER 3, 2020

Why should you integrate data governance (DG) and enterprise architecture (EA)? Two of the biggest challenges in creating a successful enterprise architecture initiative are: collecting accurate information on application ecosystems and maintaining the information as application ecosystems change. It’s time to think about EA beyond IT.

Data Governance 144

Data Governance Enterprise Risk Data Lake 144

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

CIO Business Intelligence

NOVEMBER 27, 2024

An evolving regulatory landscape presents significant challenges for enterprises, requiring them to stay ahead of complex, shifting requirements while managing compliance across jurisdictions. This type of data mismanagement not only results in financial loss but can damage a brand’s reputation. Data breaches are not the only concern.

Data Governance 132

Data Governance Risk Insurance Metadata 132

AWS Big Data

APRIL 9, 2025

Solving real-world discovery challenges In large, enterprise-scale environments, discovering the right dataset often hinges on pinpointing specific technical identifiers. Refer to the product documentation to learn more about how to set up metadata rules for subscription and publishing workflows.

Metadata 84

Metadata Metrics Data-driven Cost-Benefit 84

CIO Business Intelligence

APRIL 8, 2025

I aim to outline pragmatic strategies to elevate data quality into an enterprise-wide capability. Key recommendations include investing in AI-powered cleansing tools and adopting federated governance models that empower domains while ensuring enterprise alignment. Compliance-heavy environments, enterprise reporting.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

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

CIO Business Intelligence

NOVEMBER 19, 2024

The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data. The challenges of integrating data with AI workflows When I speak with our customers, the challenges they talk about involve integrating their data and their enterprise AI workflows.

Management 116

Management Unstructured Data Deep Learning Metadata 116

AWS Big Data

NOVEMBER 7, 2024

Amazon Q generative SQL for Amazon Redshift uses generative AI to analyze user intent, query patterns, and schema metadata to identify common SQL query patterns directly within Amazon Redshift, accelerating the query authoring process for users and reducing the time required to derive actionable data insights.

Metadata 96

Metadata Sales Data Warehouse Optimization 96

AWS Big Data

DECEMBER 4, 2024

Under the federated mesh architecture, each divisional mesh functions as a node within the broader enterprise data mesh, maintaining a degree of autonomy in managing its data products. This model balances node or domain-level autonomy with enterprise-level oversight, creating a scalable and consistent framework across ANZ.

Metadata 93

Metadata Data Governance Data Quality Data-driven 93

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 110

Metadata Data Warehouse Analytics Data Analytics 110

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

Cloudera

AUGUST 6, 2024

And for that future to be a reality, data teams must shift their attention to metadata, the new turf war for data. The need for unified metadata While open and distributed architectures offer many benefits, they come with their own set of challenges. Data teams actually need to unify the metadata. Open data is the future.

Metadata 82

Metadata Cost-Benefit Management Enterprise 82

Rocket-Powered Data Science

SEPTEMBER 20, 2021

They realized that the search results would probably not provide an answer to my question, but the results would simply list websites that included my words on the page or in the metadata tags: “Texas”, “Cows”, “How”, etc. The enterprise data science, analytics, and BI functions have never been so enterprisey. (Is That’s empowering.

Data Science 286

Data Science Forecasting Business Intelligence Sales 286

AWS Big Data

OCTOBER 21, 2024

However, enterprises often encounter challenges with data silos, insufficient access controls, poor governance, and quality issues. By decentralizing data ownership and distribution, enterprises can break down silos and enable seamless data sharing. At the core of this ecosystem lies the enterprise data platform.

Sales 104

Sales Data-driven Data Processing Key Performance Indicator 104

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 75

Metadata Data Governance Metrics Marketing 75

AWS Big Data

NOVEMBER 19, 2024

In this post, we show you how to manage user access to enterprise documents in generative AI-powered tools according to the access you assign to each persona. In our solution, we manage the access on the document level according to the assigned metadata. If you don’t already have an AWS account, you can create one.

Management 93

Management Metadata Manufacturing Testing 93

AWS Big Data

DECEMBER 10, 2024

The configuration of federation between Microsoft Entra ID and IAM to enable seamless access to Amazon Redshift through a SQL client such as the Redshift Query Editor V2 involves the following main components: Users start by authenticating with their Microsoft Entra ID credentials by accessing the enterprise applications user access URL.

Sales 92

Sales Metadata Enterprise Testing 92

AWS Big Data

NOVEMBER 19, 2024

Pricing and availability Amazon MWAA pricing dimensions remains unchanged, and you only pay for what you use: The environment class Metadata database storage consumed Metadata database storage pricing remains the same. He works in the financial services industry, supporting enterprises in their cloud adoption.

Metadata 106

Metadata Cost-Benefit Metrics Optimization 106

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.

Machine Learning 271

Machine Learning IoT Internet of Things Data Science 271

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

AWS Big Data

NOVEMBER 11, 2024

For example, you can use metadata about the Kinesis data stream name to index by data stream ( ${getMetadata("kinesis_stream_name") ), or you can use document fields to index data depending on the CloudWatch log group or other document data ( ${path/to/field/in/document} ).

Metadata 108

Metadata Metrics Analytics Data Processing 108

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

O'Reilly on Data

DECEMBER 19, 2018

If humans are no longer needed to write enterprise applications, what do we do? Karpathy’s vision is ambitious, and we don’t think enterprise software developers need to worry about their jobs any time soon. Other enterprise software vendors are in the same boat: they have many customers, each of whom requires “custom models.”

Machine Learning 279

Machine Learning Software Metadata Testing 279

O'Reilly on Data

APRIL 2, 2019

This term describes the processes that enterprises and large companies are starting to use to understand the many ML initiatives and projects teams are working on. Metadata and artifacts needed for audits: as an example, the output from the components of MLflow will be very pertinent for audits.

Machine Learning 271

Machine Learning Modeling Data Science Software 271

AWS Big Data

DECEMBER 17, 2024

Amazon Redshift scales linearly with the number of users and volume of data, making it an ideal solution for both growing businesses and enterprises. Industry-leading price-performance Amazon Redshift offers up to three times better price-performance than alternative cloud data warehouses.

Data Lake 81

Data Lake Data Warehouse Data-driven Optimization 81

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 109

Data Governance Metadata Enterprise Sales 109

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