O'Reilly on Data

JANUARY 29, 2019

In 2017, we published “ How Companies Are Putting AI to Work Through Deep Learning ,” a report based on a survey we ran aiming to help leaders better understand how organizations are applying AI through deep learning. We found companies were planning to use deep learning over the next 12-18 months.

Deep Learning 209

Deep Learning Machine Learning Data Science Metadata 209

AWS Big Data

APRIL 8, 2024

Amazon DataZone enables you to publish any type of asset in the business data catalog. Prior to this integration, you had to complete the following steps before Amazon DataZone could treat the published Data Catalog table as a managed asset: Identity the Amazon S3 location associated with Data Catalog table.

Finance 78

Finance Sales Publishing Metadata 78

erwin

JUNE 22, 2020

Earlier this year, erwin released its 2020 State of Data Governance and Automation (DGA) report. About 70 percent of the DGA report respondents – a combination of roles from data architects to executive managers – say they spend an average of 10 or more hours per week on data-related activities. That’s a lot wasted of time.

Metadata 105

Metadata Data Governance Digital Transformation Measurement 105

Alation

JUNE 16, 2021

In rating the data catalog vendors, we considered all data catalog, collaborative, and governance features as reported by vendors and weighted by users. The report shows vendors with the strongest (or most complete) capabilities. business intelligence) solution. Key Takeaways. Other key findings include…. We’re in good company! “We

Reporting 52

Reporting Business Intelligence Data Governance Metadata 52

AWS Big Data

MARCH 29, 2024

QuickSight makes it straightforward for business users to visualize data in interactive dashboards and reports. You can slice data by different dimensions like job name, see anomalies, and share reports securely across your organization. Select Publish new dashboard as , and enter GlueObservabilityDashboard.

Metrics 105

Metrics Visualization Dashboards Interactive 105

Alation

JANUARY 9, 2023

Alation joined with Ortecha , a data management consultancy, to publish a white paper providing insights and guidance to stakeholders and decision-makers charged with implementing or modernising data risk management functions. That defining data is called metadata , which is data that describes data.

Risk Management 52

Risk Management Risk Management Metadata 52

Octopai

JANUARY 19, 2020

BCBS 239 is a document published by that committee entitled, Principles for Effective Risk Data Aggregation and Risk Reporting. The document, first published in 2013, outlines best practices for global and domestic banks to identify, manage, and report risks, including credit, market, liquidity, and operational risks. .

Metadata 61

Metadata Risk Management Business Intelligence Data Governance 61

erwin

JULY 2, 2020

This matters because, as he said, “By placing the data and the metadata into a model, which is what the tool does, you gain the abilities for linkages between different objects in the model, linkages that you cannot get on paper or with Visio or PowerPoint.” For Rick D., As a medical company, they receive data from 17 different health plans.

Enterprise 122

Enterprise Modeling Metadata Data Governance 122

DataKitchen

AUGUST 9, 2021

In essence, a domain is an integrated data set and a set of views, reports, dashboards, and artifacts created from the data. The domain requires a team that creates/updates/runs the domain, and we can’t forget metadata: catalogs, lineage, test results, processing history, etc., …. Figure 5: Domain interfaces as URLs.

Testing 246

Testing Data Lake Metadata Publishing 246

Ontotext

DECEMBER 16, 2021

Many rich sources of information in the medical world are written documents with poor quality metadata. In order to publish a study, scientists must create a draft report that consolidates all of their data. Life science companies don’t just publish studies; they also ingest them. Regulatory reporting.

Metadata 98

Metadata Reporting Unstructured Data Risk 98

AWS Big Data

MAY 31, 2024

Amazon API Gateway is a fully managed service that makes it straightforward for developers to create, publish, maintain, monitor, and secure APIs at any scale. The Lambda function queries OpenSearch Serverless and returns the metadata for the search. Based on metadata, content is returned from Amazon S3 to the user.

Metadata 107

Metadata Management Testing Data-driven 107

datapine

SEPTEMBER 29, 2022

Reporting being part of an effective DQM, we will also go through some data quality metrics examples you can use to assess your efforts in the matter. It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. 4 – Data Reporting.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Cloudera

MARCH 3, 2022

In 2017, Anthem reported a data breach that exposed thousands of its Medicare members. In the 2020 O’Reilly Data Quality survey only 20% of respondents say their organizations publish information about data provenance or data lineage internally. From Bad to Worse.

Data Governance 101

Data Governance Enterprise Data Quality Metadata 101

erwin

JANUARY 24, 2019

In data governance terms, an automation framework refers to a metadata-driven universal code generator that works hand in hand with enterprise data mapping for: Pre-ETL enterprise data mapping. Governing metadata. The 100-percent metadata-driven approach is critical to creating reliable and consistent CATs.

Data Governance 71

Data Governance Metadata Data-driven Cost-Benefit 71

IBM Big Data Hub

JANUARY 3, 2024

In 2020, the National Institute for Health (NIH) published a report stating that Black Americans died from COVID-19 at higher rates than White Americans, even though they make up a smaller percentage of the population. The metadata should also show how a user can opt out of using that model (and get the same service elsewhere).

Metadata 73

Metadata Modeling Testing Manufacturing 73

AWS Big Data

MARCH 7, 2023

Sources Data can be loaded from multiple sources, such as systems of record, data generated from applications, operational data stores, enterprise-wide reference data and metadata, data from vendors and partners, machine-generated data, social sources, and web sources. Also, datasets are accessed for ML, data exporting, and publishing needs.

Analytics 72

Analytics Data Warehouse Data Lake Metadata 72

AWS Big Data

APRIL 3, 2024

They recognize the importance of accurate, complete, and timely data in enabling informed decision-making and fostering trust in their analytics and reporting processes. By selecting the corresponding asset, you can understand its content through the readme, glossary terms , and technical and business metadata.

Data Quality 89

Data Quality Visualization Metadata Metrics 89

Ontotext

JANUARY 26, 2023

published as a special topic article in AI magazine, Volume 43, Issue 1 , Spring 2022. This number is expected to grow beyond 20B by next year, as reported by the authors of the project. The catalog stores the asset’s metadata in RDF. The current graph release (called Vienna ) contains 12.5B

Interactive 52

Interactive Metadata Data Integration Data-driven 52

O'Reilly on Data

DECEMBER 12, 2023

The response to the second question is a piece of software that could take the place of something a previous author has written and published on GitHub. For example, you might want to write a stockholders’ report, or generate text for a product catalog. But even these two cases aren’t as different as they first appear.

Modeling 252

Modeling Software Sales Statistics 252

Ontotext

AUGUST 5, 2020

A group of scientists published in 2016 a paper in Nature magazine, discussing the need for a set of principles to govern the discovery, management, and reuse of scientific data. Each of the four FAIR principles calls for data and metadata to be easily found, accessed, understood, exchanged and reused. What is FAIR data?

Metadata 52

Metadata Insurance Manufacturing Data Integration 52

Cloudera

JUNE 7, 2022

Common security, governance, metadata, replication, and automation enable CDP to operate as an integrated system. Integration, metadata and governance capabilities glue the individual components together.” . Fuel growth with speed and control.

IT 113

IT Data Architecture Unstructured Data Big Data 113

AWS Big Data

MARCH 10, 2023

Iceberg employs internal metadata management that keeps track of data and empowers a set of rich features at scale. The Data Catalog provides a central location to govern and keep track of the schema and metadata. Query52 – Report the total of extended sales price for all items of a specific brand in a specific year and month.

Data Lake 103

Data Lake Sales Data Warehouse Snapshot 103

CIO Business Intelligence

JUNE 23, 2022

Common security, governance, metadata, replication, and automation enable CDP to operate as an integrated system. Integration, metadata and governance capabilities glue the individual components together.” . Fuel growth with speed and control.

IT 94

IT Data Architecture Unstructured Data Big Data 94

Cloudera

FEBRUARY 16, 2022

SDX provides open metadata management and governance across each deployed environment by allowing organisations to catalogue, classify as well as control access to and manage all data assets. Further auditing can be enabled at a session level so administrators can request key metadata about each CML process. Figure 03: lineage.yaml.

Machine Learning 85

Machine Learning Modeling Metadata Recreation/Entertainment 85

Ontotext

NOVEMBER 22, 2020

Ontotext is also on the list of vendors supporting knowledge graph capabilities in their “2021 Planning Guide for Data Analytics and Artificial Intelligence” report. From packaging and deployment to monitoring tools and report generations, the Platform has everything an enterprise needs. Content Enrichment and Metadata Management.

Metadata 72

Metadata Cost-Benefit Unstructured Data Technology 72

Cloudera

FEBRUARY 11, 2019

The Magic Quadrant (MQ) is an established, widely-referenced series of research reports published by the analyst firm Gartner, Inc. A total of 19 vendors satisfied Gartner’s extensive inclusion criteria for insertion in this year’s MQ DMSA report. In this blog, we share our takeaways as they relate to the DMSA market trends.

Management 43

Management Metadata Analytics Machine Learning 43

Octopai

OCTOBER 26, 2022

The DataOps way of publishing new products or updates is called continuous delivery, and it relies heavily on automated processes to do all the grunt work. If you’ve created a useful reporting process or dashboard segment, no one need ever waste time reinventing it. Did you just have a spectacular new idea for a data analytics product?

Data Quality 52

Data Quality Data Analytics Analytics Manufacturing 52

Cloudera

JANUARY 15, 2021

McKnight Consulting Group recently published their own third party benchmark study comparing the price-performance of Cloudera Data Warehouse to 4 other prominent cloud data warehouse vendors. This provides consistent security and metadata architecture as CDW interacts with other services within CDP. Benchmark Description.

Data Warehouse 97

Data Warehouse Cost-Benefit Consulting Interactive 97

O'Reilly on Data

FEBRUARY 11, 2020

Just 20% of organizations publish data provenance and data lineage. These include the basics, such as metadata creation and management, data provenance, data lineage, and other essentials. They’re still struggling with the basics: tagging and labeling data, creating (and managing) metadata, managing unstructured data, etc.

Data Quality 305

Data Quality Metadata Data Governance Publishing 305

Anmut

OCTOBER 29, 2020

On the 29th of October 2020, the WHO reported 44,002,003 confirmed cases. Worldometer which John Hopkins base their figures on, reported 44,860,215 cases. This large gap between reported figures raises tough questions on the reliability of COVID-19 tracking data. 858,212 is a big number – a whole island.

Data Governance 52

Data Governance Data Collection Data-driven Statistics 52

AWS Big Data

JULY 14, 2023

Each business capability then has visibility into all the associated digital assets and mapped metadata of the services, such as consumers of the API. The UI captures the business capabilities and associated APIs, and publishes the service information through a DevOps process.

Modeling 71

Modeling Visualization Reporting Measurement 71

AWS Big Data

MARCH 13, 2024

Developers can use the support in Amazon Location Service for publishing device position updates to Amazon EventBridge to build a near-real-time data pipeline that stores locations of tracked assets in Amazon Simple Storage Service (Amazon S3). This solution uses distance-based filtering to reduce costs and jitter. Choose Run.

Analytics 95

Analytics IoT Metadata Internet of Things 95

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

BI-Survey

JUNE 7, 2020

For example, you can provide a more precise definition of what you offer as well as additional metadata such as the countries/regions where you offer your services, screenshots of your products and success stories for consultancies. Dashboards are pre-configured reports for different subject areas. How is the powerbimap funded?

Consulting 85

Consulting Visualization Marketing Dashboards 85

DataRobot Blog

MAY 10, 2022

It has been over a decade since the Federal Reserve Board (FRB) and the Office of the Comptroller of the Currency (OCC) published its seminal guidance focused on Model Risk Management ( SR 11-7 & OCC Bulletin 2011-12 , respectively). With this definition of model risk, how do we ensure the models we build are technically correct?

Risk 64

Risk Modeling Machine Learning Data Quality 64

IBM Big Data Hub

JULY 11, 2023

The anchor identity of the device along with metadata about the device itself, data about its locatio , and transactions made on its own behalf is its own unit of value. It may also decide to publish data services in the form of APIs to facilitate third party developer solutions leveraging the EoT data.

IoT 51

IoT Internet of Things Interactive Data-driven 51

CIO Business Intelligence

MARCH 29, 2022

Data is ingested, processed, transformed (perhaps for a specific report or to be stored in a traditional database), and then the raw or partially processed data is discarded. Lack of annotation with the right metadata is a contributing factor. You have data but don’t use it. Why does valuable data so often go unused?

Cost-Benefit 52

Cost-Benefit Machine Learning Metadata Data Quality 52