AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. From here, object metadata (such as file owner, creation date, and confidentiality level) is extracted and queried using Amazon S3 capabilities.

Data Governance 97

Data Governance Unstructured Data Metadata Data Lake 97

CIO Business Intelligence

APRIL 30, 2024

Your AI strategy is only as good as your data strategy,” Tableau CMO Elizabeth Maxon said in a press conference Monday. But to us, it’s more than just having a data strategy; it’s also about building a great foundation of a data culture.” This is really empowering everyone to be a data expert,” Maxon said.

Analytics 79

Analytics Metrics Visualization Dashboards 79

Ontotext

APRIL 19, 2024

We mainly talked about the company’s Metadata Studio and the types of features it has that give users the options I’ve listed above. Ikea’s content strategy principal Timi Stoop-Acala puts it bluntly: “Unconnected content is a liability.” Ivo’s been at Ontotext for over 14 years. In essence, the enterprise has buried it.

Metadata 52

Metadata Statistics Interactive Enterprise 52

CIO Business Intelligence

MARCH 7, 2024

They have a ton of data, due to their massive customer base, from which to train models, as well as the metadata, which is the data that describes or carries the attributes of that data, like flows, mappings, and business rules,” says Kirkpatrick, research director at Futurum.

Enterprise 115

Enterprise Metadata Data-driven Modeling 115

Rocket-Powered Data Science

MARCH 10, 2020

Any interaction between the two ( e.g., a financial transaction in a financial database) would be flagged by the authorities, and the interactions would come under great scrutiny. Any node and its relationship to a particular node becomes a type of contextual metadata for that particular note.

Metadata 250

Metadata Machine Learning ROI Prescriptive Analytics 250

AWS Big Data

DECEMBER 5, 2023

HR&A has used Amazon Redshift Serverless and CARTO to process survey findings more efficiently and create custom interactive dashboards to facilitate understanding of the results. For the files with unknown structures, AWS Glue crawlers are used to extract metadata and create table definitions in the Data Catalog.

Measurement 85

Measurement Dashboards Data Warehouse Analytics 85

Jen Stirrup

MARCH 29, 2023

It can give business-oriented data strategy for business leaders to help drive better business decisions and ROI. Put together, these factors help to provide the company with a competitive advantage since better data – and better use of data – leads to better strategies.

Metadata 121

Metadata Data Warehouse Data Integration Business Intelligence 121

FineReport

FEBRUARY 5, 2020

They prefer self-service development, interactive dashboards, and self-service data exploration. Metadata management. Users can centrally manage metadata, including searching, extracting, processing, storing, sharing metadata, and publishing metadata externally. Interactive visual exploration.

Metadata 98

Metadata Dashboards Informatics Visualization 98

Octopai

AUGUST 19, 2020

Businesses across the globe have been forced to adapt their business models, technologies, and strategies to address the ongoing challenges of the COVID-19 pandemic. This is in stark contrast to the vast number of organizations that previously utilized on-premise discovery solutions and metadata management tools.

Metadata 98

Metadata Digital Transformation Management Business Intelligence 98

Rocket-Powered Data Science

JULY 19, 2023

These three emergent analytics products are: (a) Sentinel Analytics – focused on monitoring (“keeping an eye on”) multiple enterprise systems and business processes, as part of an observability strategy for time-critical business insights discovery and value creation from enterprise data sources. These may not be high risk.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

IBM Big Data Hub

DECEMBER 16, 2022

Over the last week, millions of people around the world have interacted with OpenAI’s ChatGPT, which represents a significant advance for generative artificial intelligence (AI) and the foundation models that underpin many of these use cases. A comprehensive AI governance strategy encompasses people, process and technology.

Uncertainty 115

Uncertainty Metadata Modeling Data Collection 115

Ontotext

NOVEMBER 16, 2023

It is critical to be aware of the “why” and “what” and fully understand the role that knowledge graphs play when considering adopting a data mesh strategy. A data product is the node on the mesh that encapsulates code, data, metadata, and infrastructure. The debate on what constitutes a data mesh rages on.

Metadata 52

Metadata Data-driven Data Quality Data Architecture 52

Cloudera

NOVEMBER 13, 2020

The commonly-accepted best practice in database system design for years is to use an exhaustive search strategy to consider all the possible variations of specific database operations in a query plan. Unlike most traditional SQL databases, Impala eschews these exhaustive search query optimization strategies to simplify query planning.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

Cloudera

FEBRUARY 22, 2022

Efficient metadata management : Unlike Hive Metastore (HMS), which needs to track all Hive table partitions (partition key-value pairs, data location and other metadata), the Iceberg partitions store the data in the Iceberg metadata files on the file system. Multi-function analytics .

Snapshot 107

Snapshot Metadata Cost-Benefit Data Architecture 107

Cloudera

APRIL 1, 2024

This recognition underscores Cloudera’s commitment to continuous customer innovation and validates our ability to foresee future data and AI trends, and our strategy in shaping the future of data management. These intelligent services automate tasks, optimize workloads, simplify UI, and make it easier for more users to interact with the data.

Unstructured Data 104

Unstructured Data Cost-Benefit Metadata Machine Learning 104

AWS Big Data

JULY 14, 2023

These inputs reinforced the need of a unified data strategy across the FinOps teams. The FinAuto team built AWS Cloud Development Kit (AWS CDK), AWS CloudFormation , and API tools to maintain a metadata store that ingests from domain owner catalogs into the global catalog. Data source locations are registered with Lake Formation.

Finance 86

Finance Metadata Big Data Recreation/Entertainment 86

AWS Big Data

FEBRUARY 1, 2023

Implementation strategy Based on these requirements, we changed strategies and started analyzing each issue to identify the solution. To further optimize and improve the developer velocity for our data consumers, we added Amazon DynamoDB as a metadata store for different data sources landing in the data lake.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

DataRobot Blog

MARCH 16, 2023

This integration, which leverages the ChatGPT model in Azure OpenAI, provides a conversational AI experience that will allow you to interact with and interpret model results and predictions directly. This saves us the time it would otherwise take to memorize metadata and APIs.

Data Science 98

Data Science Technology Data-driven Modeling 98

Smart Data Collective

MAY 11, 2023

AI apps can gather data by analyzing user behavior and interaction. In this blog post, we will explore how AI-driven app development strategies can help your e-commerce business stay ahead in the mobile-first world. AI has also helped improve the performance of apps for a variety of mobile devices.

Cost-Benefit 97

Cost-Benefit Optimization Data-driven Marketing 97

AWS Big Data

JUNE 13, 2023

Organizations are working toward centralizing their identity and access strategy across all their applications, including on-premises and third-party. Download the SAML metadata file. In the navigation pane under Clients , import the SAML metadata file. Download the Keycloak IdP SAML metadata file from that URL location.

Metadata 52

Metadata Dashboards Business Intelligence Management 52

Ontotext

DECEMBER 1, 2023

Atanas Kiryakov presenting at KGF 2023 about Where Shall and Enterprise Start their Knowledge Graph Journey Only data integration through semantic metadata can drive business efficiency as “it’s the glue that turns knowledge graphs into hubs of metadata and content”.

Metadata 78

Metadata Sales Consulting Enterprise 78

AWS Big Data

NOVEMBER 29, 2023

Materializations – Materializations are strategies for persisting dbt models in a warehouse. AWS Glue interactive sessions run the SQL statements to create intermediate tables or final tables, views, or materialized views. There are three strategies for incremental materialization. To learn more, refer to About dbt models.

Data Lake 105

Data Lake Management Metrics Data Warehouse 105

erwin

MARCH 21, 2019

However, data-driven business and the regulations that oversee it are becoming increasingly extensive, so the need to view data governance as a collective effort – in terms of personnel and the tools that make up the strategy – is becoming harder to ignore. Choosing a BPM Tool: An Overview.

Modeling 75

Modeling Metadata IT Data Governance 75

Cloudera

JUNE 7, 2022

The same study also revealed that 89% of IT decision makers agree that organizations that implement a hybrid architecture as part of its data strategy will gain a competitive advantage. Choose a hybrid data-first strategy to deliver value faster. Cloudera is the only company that makes the hybrid data strategy a reality.

IT 110

IT Data Architecture Unstructured Data Big Data 110

Ontotext

MAY 16, 2024

Organizational Strategy One of the fundamental tasks of the Graph CoE is to define the overall strategy for leveraging knowledge graphs within the organization. The lynchpin, however, involves cooperation and interaction among teams from related departments to deploy and leverage the graph capabilities most effectively.

Enterprise 52

Enterprise Data-driven Cost-Benefit Digital Transformation 52

CIO Business Intelligence

JULY 13, 2022

This is intrinsically worthwhile, but it has now been codified as part of the Federal Data Strategy and its stated mission to “fully leverage the value of federal data for mission, service, and the public good.” You can learn more in our interactive ebook, “Data in Motion to Accelerate Your Mission.”. Want to learn more?

Data-driven 88

Data-driven Metadata Optimization Machine Learning 88

Cloudera

JUNE 6, 2019

When a mix of batch, interactive, and data serving workloads are added to the mix, the problem becomes nearly intractable. While this approach provides isolation, it creates another significant challenge: duplication of data, metadata, and security policies, or ‘split-brain’ data lake. In other words, tenants map to human beings.

Metadata 86

Metadata Data Lake Optimization Strategy 86

datapine

SEPTEMBER 29, 2022

There are a lot of strategies that you can use to improve the quality of your information. With quality data at their disposal, organizations can form data warehouses for the purposes of examining trends and establishing future-facing strategies. Metadata management: Good data quality control starts with metadata management.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Cloudera

JULY 20, 2021

Build your data strategy around the convergence of software and hardware. Build your data strategy around relevant data, not last years data because it’s easy to access. The above considerations, among many others, have been developed with extensive interaction with companies like NVIDIA, Accenture, 3soft and others.

Manufacturing 104

Manufacturing Forecasting IoT Insurance 104

AWS Big Data

SEPTEMBER 13, 2023

Amazon Athena is used for interactive querying and AWS Lake Formation is used for access controls. The File Manager Lambda function consumes those messages, parses the metadata, and inserts the metadata to the DynamoDB table odpf_file_tracker. It also updates technical metadata in the AWS Glue Data Catalog.

Data Lake 93

Data Lake Data Processing Metadata Snapshot 93

AWS Big Data

AUGUST 21, 2023

Amazon OpenSearch Service is a managed service that makes it easy to deploy, operate, and scale OpenSearch clusters in AWS to perform interactive log analytics, real-time application monitoring, website search, and more. When working with OpenSearch Service, shard strategy is key. About the authors Nikhil Agarwal is Sr.

Metrics 93

Metrics Testing Strategy Metadata 93

DataKitchen

SEPTEMBER 21, 2023

Running these automated tests as part of your DataOps and Data Observability strategy allows for early detection of discrepancies or errors. ” For example, these tools may offer metadata-based notifications. Moreover, advanced metrics like Percentage Regional Sales Growth can provide nuanced insights into business performance.

Testing 169

Testing Data Quality Predictive Modeling Metrics 169

AWS Big Data

NOVEMBER 15, 2023

run(env, parameter); break; default: throw new InvalidParameterException("Please choose one of the existing enrichment strategies (SYNC|ASYNC|CACHED)"); } } We go over the three approaches in the following sections. Apache Flink is a distributed computation framework that allows for stateful real-time data processing.

Testing 92

Testing Optimization Management Metadata 92

AWS Big Data

OCTOBER 11, 2023

The Data Catalog contains the table definition, which contains metadata about the data in the machine-readable file. Athena is a serverless, interactive analytics service that provides a simplified, flexible way to analyze petabytes of data using SQL queries. The tables are written to a database, which acts as a container.

Visualization 99

Visualization Dashboards Data-driven Gap analysis 99

IBM Big Data Hub

SEPTEMBER 20, 2022

It’s how top organizations improve customer interactions and accelerate time-to-market for goods and services. This is where technology such as IBM FactSheets , can help by reducing the manual labor needed to capture metadata and other facts about a model across stages of the AI lifecycle.

Metadata 56

Metadata Machine Learning Data-driven Modeling 56

AWS Big Data

MAY 4, 2023

After deployment, the user will have access to a Jupyter notebook, where they can interact with two datasets from ASDI on AWS: Coupled Model Intercomparison Project 6 (CMIP6) and ECMWF ERA5 Reanalysis. The OpenSearch Service domain stores metadata on the datasets connected at the Regions.

Data Processing 96

Data Processing Metadata Informatics Interactive 96

TDAN

MAY 31, 2022

One very influential factor that can potentially undermine your data and document strategies is the natural and emotional reactions of people when things change. Interactions between hardware and software are cautiously investigated, operating systems and network connections are carefully tested, […].

Testing 52

Testing Interactive Strategy Software 52