Cloudera

SEPTEMBER 29, 2022

The data product is not just the data itself, but a bunch of metadata that surrounds it — the simple stuff like schema is a given. It is also agnostic to where the different domains are hosted. And during this time they will by definition have a hybrid architecture. What are the different definitions of hybrid architectures?

Data Architecture 73

Data Architecture Data Warehouse Metadata Sales 73

IBM Big Data Hub

APRIL 11, 2024

Therefore, we see national and international guidelines address these overlapping and intersecting definitions in a variety of ways. Responsibility for risk: These forms can imply that model owners will be absolved of risk because they used a certain technology or cloud host or procured a model from a third party.

Risk 74

Risk Consulting Data Processing Modeling 74

AWS Big Data

AUGUST 26, 2024

To follow along with this post, you should have the following prerequisites: Three AWS accounts as follows: Source account: Hosts the source Amazon RDS for PostgreSQL database. Crawlers explore data stores and auto-generate metadata to populate the Data Catalog, registering discovered tables in the Data Catalog.

Visualization 100

Visualization Metadata Data Transformation Testing 100

datapine

SEPTEMBER 29, 2022

What is the definition of data quality? It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. This way, you make sure there is a common understanding of data definitions that are being used across the organization. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Cloudera

AUGUST 16, 2021

Users access the CDF-PC service through the hosted CDP Control Plane. The CDP control plane hosts critical components of CDF-PC like the Catalog , the Dashboard and the ReadyFlow Gallery. Before you can create any NiFi deployments with CDF-PC, you have to import your existing NiFi flow definitions into the Catalog. and later).

Dashboards 121

Dashboards Metrics KPI Data-driven 121

Ontotext

OCTOBER 12, 2023

Both speakers talked about common metadata standards and adequate language resources as key enablers of efficient interoperable, multilingual projects. Just like the typewriter in the hall hosting the Poster’s park , LLMs are yet another tool poised to change the way we work with language.

Modeling 75

Modeling Recreation/Entertainment Data Processing Metadata 75

AWS Big Data

AUGUST 16, 2023

Iceberg captures metadata information on the state of datasets as they evolve and change over time. AWS Glue crawlers will extract schema information and update the location of Iceberg metadata and schema updates in the Data Catalog. Choose Create.

Data Lake 79

Data Lake Metadata Snapshot Management 79

IBM Big Data Hub

NOVEMBER 3, 2023

Update the Kubernetes secret definition by adding or removing fields or updating the referenced Secrets Manager CRN for a TLS secret. v1 kind: Ingress metadata: annotations: kubernetes.io/ingress.class: ALB generation: 1 name: echo-ingress namespace: echo-namespace spec: rules: - host: techcorp.com // 1.

Data Processing 69

Data Processing Metadata Management Testing 69

Cloudera

JANUARY 21, 2022

System metadata is reviewed and updated regularly. Services in each zone use a combination of kerberos and transport layer security (TLS) to authenticate connections and APIs calls between the respective host roles, this allows authorization policies to be enforced and audit events to be captured. Sensitive data is encrypted.

Data Processing 110

Data Processing Management Finance Cost-Benefit 110

Alation

MAY 31, 2023

This year’s DGIQ West will host tutorials, workshops, seminars, general conference sessions, and case studies for global data leaders. data governance is filled with a myriad of terminology, definitions, and challenges. You can even ues this event to satisfy the continuing education requirements of the CDMP credential.

Data Governance 52

Data Governance Insurance Metadata Data-driven 52

Octopai

JANUARY 31, 2021

The host is Tobias Macey, an engineer with many years of experience. The particular episode we recommend looks at how WeWork struggled with understanding their data lineage so they created a metadata repository to increase visibility. In terms of data lineage, they offer an excellent definition here. . Agile Data. Agile Data.

Data Governance 83

Data Governance Data Processing Data Quality Metadata 83

Smart Data Collective

APRIL 14, 2021

It also allows you to create your data and creating consistent dataset definitions using LookML. it offers data connectors, visualization layers, and hosting all in one package, making it ideal for teams that are data-driven with limited resources. Analysts like LookML because of how easy it makes debugging and version control.

Business Intelligence 134

Business Intelligence Dashboards Visualization Big Data 134

Cloudera

JANUARY 19, 2024

This can include assumptions about the intent of the natural language used, like the definition of “top selling products,” values of needed literals, and how joins can be created. Supported AI models and services The SQL AI Assistant is not bundled with a specific LLM; instead it supports various LLMs and hosting services.

Data Warehouse 71

Data Warehouse Data Processing Optimization Modeling 71

Domino Data Lab

JULY 2, 2019

In other words, using metadata about data science work to generate code. One of the longer-term trends that we’re seeing with Airflow , and so on, is to externalize graph-based metadata and leverage it beyond the lifecycle of a single SQL query, making our workflows smarter and more robust. BTW, videos for Rev2 are up: [link].

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

AWS Big Data

MARCH 30, 2023

Amazon Elastic Kubernetes Service (Amazon EKS) is becoming a popular choice among AWS customers to host long-running analytics and AI or machine learning (ML) workloads. services.k8s.aws/v1alpha1 kind: Bucket metadata: name: sparkjob-demo-bucket spec: name: sparkjob-demo-bucket kubectl apply -f ack-yamls/s3.yaml We use the s3.yaml

Data-driven 72

Data-driven Metadata Testing Management 72

CIO Business Intelligence

SEPTEMBER 22, 2023

Data management platform definition A data management platform (DMP) is a suite of tools that helps organizations to collect and manage data from a wide array of first-, second-, and third-party sources and to create reports and build customer profiles as part of targeted personalization campaigns.

Management 100

Management Advertising Data Lake Sales 100

Domino Data Lab

APRIL 3, 2019

That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. Definition and Descriptions. We’ll start with standard definitions – the currently accepted wisdom in the industry. That definition plus the one-liner provide good starting points.

Data Governance 84

Data Governance Machine Learning Metadata Data Science 84

Cloudera

NOVEMBER 13, 2017

Unified – Conceptually, cloud sounds like a single place to host diverse, data-intensive functions. The ability to discover and define metadata definitions for the business is a critical enabler for self-service functions. Intelligent defaults and built-in logic eliminate much of the guess work.

Analytics 40

Analytics Big Data Machine Learning Cost-Benefit 40

Cloudera

JANUARY 21, 2021

By separating the compute, the metadata, and data storage, CDW dynamically adapts to changing workloads and resource requirements, speeding up deployment while effectively managing costs – while preserving a shared access and governance model. If the data is already there, you can move on to launching data warehouse services.

Data Warehouse 92

Data Warehouse Data Lake IT Analytics 92

AWS Big Data

MARCH 13, 2024

The Data Catalog provides metadata that allows analytics applications using Athena to find, read, and process the location data stored in Amazon S3. The crawlers will automatically classify the data into JSON format, group the records into tables and partitions, and commit associated metadata to the AWS Glue Data Catalog. Choose Run.

Analytics 102

Analytics IoT Metadata Internet of Things 102

Ontotext

MAY 18, 2020

The first type is metadata from images. The training of the image processing algorithms requires massive computing power, which will be provided by the exascale computer hosted on one of the most energy-efficient data centers – SurfSara, in Amsterdam. But your doctor will definitely have a richly interlinked archive to consult.

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

Cloudera

SEPTEMBER 1, 2020

With HDFS, Solr servers are essentially stateless, so host failures have minimal consequences. Coordinates distribution of data and metadata, also known as shards. The following page is displayed: From the Cluster Definitions dropdown, select ‘Data Discovery and Exploration for AWS – PREVIEW’. Click Provision Cluster.

Snapshot 70

Snapshot Unstructured Data Dashboards Interactive 70

AWS Big Data

MARCH 9, 2023

SCD2 metadata – rec_eff_dt and rec_exp_dt indicate the state of the record. Register source tables in the AWS Glue Data Catalog We use an AWS Glue crawler to infer metadata from delimited data files like the CSV files used in this post. It is also called the surrogate key and has a unique value that is monotonically increasing.

Slice and Dice 82

Slice and Dice Data Warehouse Metrics Metadata 82

Laminar Security

AUGUST 23, 2023

Unlike approaches tailored to securing cloud infrastructure, cloud data security follows and defends your sensitive data wherever it goes or resides—and regardless of type—whether structured, unstructured, managed, or self-hosted. We only use your metadata for further analysis and reporting. Rational, high-fidelity AI.

Cost-Benefit 52

Cost-Benefit Risk Digital Transformation Strategy 52

Rita Sallam

APRIL 2, 2023

By trying out different definitions of fairness we can balance our fairness goals against economic ones. Metadata management goes beyond technical metadata and even combining that with business metadata when it infers or anticipates new users of recently introduced data assets.

Optimization 52

Optimization Machine Learning Insurance Risk 52

AWS Big Data

AUGUST 28, 2023

Index templates are predefined mappings for security data that selects the correct OpenSearch field types for corresponding Open Cybersecurity Schema Framework (OCSF) schema definition. Under sink, update the following information: Replace the hosts value in the OpenSearch section with the Amazon OpenSearch Service domain endpoint.

Dashboards 52

Dashboards Visualization Metadata Management 52

AWS Big Data

NOVEMBER 19, 2024

Add Amplify hosting Amplify can host applications using either the Amplify console or Amazon CloudFront and Amazon Simple Storage Service (Amazon S3) with the option to have manual or continuous deployment. For simplicity, we use the Hosting with Amplify Console and Manual Deployment options.

Data Processing 74

Data Processing Metadata Publishing Testing 74

AWS Big Data

MARCH 3, 2023

Although this post uses an Aurora PostgreSQL database hosted on AWS as the data source, the solution can be extended to ingest data from any of the AWS DMS supported databases hosted on your data centers. Solution overview The following diagram shows the overall architecture of the solution that we implement in this post.

Data Lake 84

Data Lake Dashboards Metrics Metadata 84

Alation

FEBRUARY 8, 2022

Duplication of data, too, may become a problem, as siloed patterns emerge unique to the domains that host them. Users must be able to access data securely — e.g., through RBAC policy definition. Some argue that data governance and quality practices may vary between domains. Principle #2: Data as a product. ” 1.

Data Governance 52

Data Governance Data-driven Metadata Enterprise 52

Alation

JANUARY 17, 2023

If your organization is large, you definitely need to look for robustness. Cloud-based data warehouses are hosted on the cloud and can be accessed from anywhere. You should look for a data warehouse that is scalable, flexible, and efficient. Popular cloud data warehouses today include Snowflake, Databricks, and BigQuery.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Transformation Data Science 52

AWS Big Data

DECEMBER 18, 2023

Amazon S3 hosts the metadata of all the tables as a.csv file. The pipeline uses the Step Functions distributed map to read the table metadata from Amazon S3, iterate on every single item, and call the downstream AWS Glue job in parallel to export the data. The following diagram illustrates the Step Functions workflow.

Metadata 121

Metadata Visualization Data Lake Data-driven 121

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. What would be your definition of interoperability and to what extent would standards and semantics play a role here? Worse, our definition and understanding of rubbish was different. Sure, that can help for sure.

Analytics 64

Analytics Measurement Data-driven Modeling 64

erwin

APRIL 16, 2024

erwin also provides data governance, metadata management and data lineage software called erwin Data Intelligence by Quest. It requires discipline, and information in the form of metadata about those being governed so that remedial action can be taken to hold people to account and ensure policies are being followed.

Metadata 52

Metadata Data Quality Data Governance Modeling 52

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. The idea of data retirement is often overlooked, (and this may be connected to the lack of definitions for the data lifecycle).

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

Cloudera

OCTOBER 7, 2021

Data and Metadata: Data inputs and data outputs produced based on the application logic. Also included, business and technical metadata, related to both data inputs / data outputs, that enable data discovery and achieving cross-organizational consensus on the definitions of data assets.

Metadata 123

Metadata Cost-Benefit Enterprise Interactive 123

AWS Big Data

OCTOBER 30, 2024

Leveraging AWS’s managed service was crucial for us to access business insights faster, apply standardized data definitions, and tap into generative AI potential. Using Amazon DataZone lets us avoid building and maintaining an in-house platform, allowing our developers to focus on tailored solutions.

Visualization 110

Visualization Data Lake Testing Data Governance 110

Octopai

NOVEMBER 13, 2022

There is a host of general things to look out for when implementing data lineage in any environment, but here are some specific criteria for lineage for modern data stacks: Integrates with a wide range of cloud-based technologies. Choosing a data lineage solution for the modern data stack. Your data lineage tool should be no different.

Enterprise 97

Enterprise Data Warehouse Reporting Metadata 97