AWS Big Data

JANUARY 15, 2025

Plug-and-play integration : A seamless, plug-and-play integration between data producers and consumers should facilitate rapid use of new data sets and enable quick proof of concepts, such as in the data science teams. As part of the required data, CHE data is shared using Amazon DataZone.

IoT 100

IoT Machine Learning Metadata Data-driven 100

O'Reilly on Data

JUNE 18, 2019

Machine learning solutions for data integration, cleaning, and data generation are beginning to emerge. “AI AI starts with ‘good’ data” is a statement that receives wide agreement from data scientists, analysts, and business owners. Data integration and cleaning.

Machine Learning 279

Machine Learning Data Quality Statistics Modeling 279

AWS Big Data

OCTOBER 21, 2024

Let’s briefly describe the capabilities of the AWS services we referred above: AWS Glue is a fully managed, serverless, and scalable extract, transform, and load (ETL) service that simplifies the process of discovering, preparing, and loading data for analytics.

Sales 104

Sales Data-driven Data Processing Key Performance Indicator 104

CIO Business Intelligence

APRIL 8, 2025

Like software, data products should have versioning and changelogs to track evolution and impact. Publish metadata, documentation and use guidelines. Make it easy to discover, understand and use data through accessible catalogs and standardized documentation. Establishing clear accountability ensures data integrity.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

AWS Big Data

JULY 26, 2023

Many AWS customers have integrated their data across multiple data sources using AWS Glue , a serverless data integration service, in order to make data-driven business decisions. Are there recommended approaches to provisioning components for data integration?

Data Integration 79

Data Integration Snapshot Testing Visualization 79

AWS Big Data

DECEMBER 16, 2024

Third, some services require you to set up and manage compute resources used for federated connectivity, and capabilities like connection testing and data preview arent available in all services. To solve for these challenges, we launched Amazon SageMaker Lakehouse unified data connectivity. Choose Run all.

Visualization 71

Visualization Data Processing Testing Publishing 71

AWS Big Data

DECEMBER 4, 2024

From the Unified Studio, you can collaborate and build faster using familiar AWS tools for model development, generative AI, data processing, and SQL analytics. This experience includes visual ETL, a new visual interface that makes it simple for data engineers to author, run, and monitor extract, transform, load (ETL) data integration flow.

Visualization 101

Visualization Sales Data-driven Analytics 101

DataKitchen

APRIL 28, 2021

Industry analysts who follow the data and analytics industry tell DataKitchen that they are receiving inquiries about “data fabrics” from enterprise clients on a near-daily basis. Gartner included data fabrics in their top ten trends for data and analytics in 2019.

Statistics 246

Statistics Optimization Data Analytics Technology 246

Ontotext

MARCH 24, 2021

For these reasons, publishing the data related to elections is obligatory for all EU member states under Directive 2003/98/EC on the re-use of public sector information and the Bulgarian Central Elections Committee (CEC) has released a complete export of every election database since 2011. Easily accessible linked open elections data.

Statistics 142

Statistics Publishing Data Processing Metrics 142

DataKitchen

DECEMBER 20, 2020

They give data scientists tools to instantiate development sandboxes on demand. They automate the data operations pipeline and create platforms used to test and monitor data from ingestion to published charts and graphs.

Data-driven 147

Data-driven Manufacturing Data Architecture Data Analytics 147

O'Reilly on Data

MARCH 20, 2019

Data integrity constraints: Many databases don’t allow for strange or unrealistic combinations of input variables and this could potentially thwart watermarking attacks. Applying data integrity constraints on live, incoming data streams could have the same benefits. Disparate impact analysis: see section 1.

Modeling 278

Modeling Machine Learning Predictive Modeling Consulting 278

CIO Business Intelligence

NOVEMBER 29, 2022

Here, I’ll highlight the where and why of these important “data integration points” that are key determinants of success in an organization’s data and analytics strategy. It’s the foundational architecture and data integration capability for high-value data products. Data and cloud strategy must align.

Data Architecture 111

Data Architecture Data Integration IoT Data-driven 111

AWS Big Data

DECEMBER 4, 2024

This unified catalog enables engineers, data scientists, and analysts to securely discover and access approved data and models using semantic search with generative AI-created metadata. Collaboration is seamless, with straightforward publishing and subscribing workflows, fostering a more connected and efficient work environment.

Data Analytics 85

Data Analytics Analytics Data Lake Data Quality 85

IBM Big Data Hub

MARCH 25, 2022

A data fabric is an architectural approach that enables organizations to simplify data access and data governance across a hybrid multicloud landscape for better 360-degree views of the customer and enhanced MLOps and trustworthy AI. The post What is a data fabric architecture? appeared first on Journey to AI Blog.

Metadata 104

Metadata Data Quality Data Governance Data Integration 104

Anmut

JANUARY 30, 2025

Their rule says that if it costs $1 to check the quality of data at source, it costs $10 to clean up the same data and $100 if bad quality data is used. Couple this with the results of a study published in the Harvard Business Review which finds that only 3% of companies data meets basic quality standards !

Data Quality 52

Data Quality Cost-Benefit Statistics Data-driven 52

CIO Business Intelligence

JUNE 9, 2022

Its platform supports both publishers and advertisers so both can understand which creative work delivers the best results. Publishers find a privacy-safe way to deliver first-party information to advertisers while advertisers get the information they need to track performance across all of the publishing platforms in the open web.

Management 144

Management Advertising Data Lake Sales 144

David Menninger's Analyst Perspectives

OCTOBER 8, 2024

In addition to providing the core functionality for standardizing data governance and enabling self-service data access across a distributed enterprise, Collibra was early to identify the need to provide customers with information about how, when and where data is being produced and consumed across an enterprise.

Data Quality 130

Data Quality Data Governance Enterprise Visualization 130

CIO Business Intelligence

JUNE 13, 2024

This has been their play in other segments, especially automotive: to become the exclusive provider of this data. Kirkpatrick also speculated that, despite the lack of a published acquisition price, the quality of the Kyklo data is probably quite strong. Epicor “is getting product data. It’s probably pretty good.”

Manufacturing 98

Manufacturing Data Integration Publishing Optimization 98

Smart Data Collective

OCTOBER 5, 2020

Some fantastic components of Power BI include: Power Query lets you merge data from different sources Power Pivot aids in data modelling for creating data models Power View constructs interactive charts, graphs and maps. Data Processing, Data Integration, and Data Presenting form the nucleus of Power BI.

Interactive 104

Interactive Visualization Dashboards Business Intelligence 104

AWS Big Data

MARCH 29, 2024

You can slice data by different dimensions like job name, see anomalies, and share reports securely across your organization. With these insights, teams have the visibility to make data integration pipelines more efficient. Select Publish new dashboard as , and enter GlueObservabilityDashboard. Choose Publish dashboard.

Metrics 118

Metrics Visualization Dashboards Publishing 118

Smart Data Collective

NOVEMBER 24, 2020

Features: intuitive visualizations on-premise and cloud report sharing dashboard and report publishing to the web indicators of data patterns integration with third-party services (Salesforce, Google Analytics, Zendesk, Azure, Mailchimp, etc.). Yet, there are promising rival products, worth attention. SAP Lumira.

Business Intelligence 134

Business Intelligence Visualization Dashboards Prescriptive Analytics 134

Data Virtualization

DECEMBER 8, 2022

Reading Time: 3 minutes While cleaning up our archive recently, I found an old article published in 1976 about data dictionary/directory systems (DD/DS). Nowadays, we no longer use the term DD/DS, but “data catalog” or simply “metadata system”. It was written by L.

Metadata 69

Metadata IT Data Integration Publishing 69

IBM Big Data Hub

APRIL 27, 2022

The data fabric architectural approach can simplify data access in an organization and facilitate self-service data consumption at scale. Read: The first capability of a data fabric is a semantic knowledge data catalog, but what are the other 5 core capabilities of a data fabric? 11 May 2021. .

Management 79

Management Metadata Data Architecture Data Lake 79

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams.

IT 59

IT Data Governance Data-driven Metrics 59

AWS Big Data

APRIL 17, 2024

In this post, we discuss how the reimagined data flow works with OR1 instances and how it can provide high indexing throughput and durability using a new physical replication protocol. We also dive deep into some of the challenges we solved to maintain correctness and data integrity.

Optimization 125

Optimization Snapshot Metadata Cost-Benefit 125

Smart Data Collective

OCTOBER 13, 2021

Multi-channel publishing of data services. Agile BI and Reporting, Single Customer View, Data Services, Web and Cloud Computing Integration are scenarios where Data Virtualization offers feasible and more efficient alternatives to traditional solutions. Does Data Virtualization support web data integration?

Visualization 145

Visualization Cost-Benefit Big Data Prescriptive Analytics 145

AWS Big Data

APRIL 28, 2023

AWS Glue is a serverless data integration service that makes it simple to discover, prepare, and combine data for analytics, machine learning (ML), and application development. For example, you can configure an Amazon EventBridge rule to invoke an AWS Lambda function to publish CloudWatch metrics every time AWS Glue jobs finish.

Optimization 108

Optimization Metrics Interactive Data Integration 108

AWS Big Data

AUGUST 15, 2024

Business units can simply share data and collaborate by publishing and subscribing to the data assets. The Central IT team (Spoke N) subscribes the data from individual business units and consumes this data using Redshift Spectrum.

Data Lake 108

Data Lake Data Warehouse Data Governance Publishing 108

Ontotext

JULY 29, 2021

The second one is the Linked Open Data (LOD): a cloud of interlinked structured datasets published without centralized control across thousands of servers. In more detail, they explained that just as the hypertext Web changed how we think about the availability of documents, the Semantic Web is a radical way of thinking about data.

Enterprise 124

Enterprise Metadata Knowledge Discovery Management 124

Smarten

OCTOBER 10, 2023

IT team members or consultants could leverage a simple, basic programming or scripting environment to define format templates and use data from Smarten Datasets and Smarten objects to produce stunning pixel perfect reports. Find out how Smarten Pixel Perfect Print Reports can simplify your workflow and speed the decision process.

Reporting 69

Reporting Analytics Forecasting Data Integration 69

CIO Business Intelligence

OCTOBER 11, 2023

Enterprises are looking to AI to boost productivity and innovation, and one-third of organizations with an interest in the technology have hired or are looking for a chief AI officer, according to new research from Foundry, publisher of CIO.com.

IT 132

IT Software Testing Manufacturing 132

DataKitchen

NOVEMBER 18, 2021

We talk about systemic change, and it certainly helps to have the support of management, but data engineers should not underestimate the power of the keyboard. DataOps methods can help data organizations follow the path of continuous improvement forged by other industries and prevent data team burnout in the process.

Testing 246

Testing Data Governance Measurement Software 246

AWS Big Data

SEPTEMBER 7, 2023

We will partition and format the server access logs with Amazon Web Services (AWS) Glue , a serverless data integration service, to generate a catalog for access logs and create dashboards for insights. Both the user data and logs buckets must be in the same AWS Region and owned by the same account.

Metadata 111

Metadata Dashboards Metrics Visualization 111

AWS Big Data

DECEMBER 17, 2024

SageMaker Lakehouse offers integrated access controls and fine-grained permissions that are consistently applied across all analytics engines and AI models and tools. Existing Redshift data warehouses can be made available through SageMaker Lakehouse in just a simple publish step, opening up all your data warehouse data with Iceberg REST API.

Data Lake 81

Data Lake Data Warehouse Data-driven Optimization 81

AWS Big Data

MARCH 29, 2024

Our services consuming this data inherit the same resilience from Amazon MSK. If our backend ingestion services face disruptions, no event is lost, because Kafka retains all published messages. Amazon MSK enables us to tailor the data retention duration to our specific requirements, ranging from seconds to unlimited duration.

Data-driven 103

Data-driven Cost-Benefit Metrics Management 103

CIO Business Intelligence

SEPTEMBER 22, 2023

Its platform supports both publishers and advertisers so both can understand which creative work delivers the best results. Publishers find a privacy-safe way to deliver first-party information to advertisers while advertisers get the information they need to track performance across all of the publishing platforms in the open web.

Management 105

Management Advertising Data Lake Sales 105

AWS Big Data

SEPTEMBER 11, 2024

AWS Transfer Family seamlessly integrates with other AWS services, automates transfer, and makes sure data is protected with encryption and access controls. The Redshift publish zone is a different set of tables in the same Redshift provisioned cluster. 2 GB into the landing zone daily.

Data Architecture 96

Data Architecture Optimization Data Warehouse Metadata 96