AWS Big Data

FEBRUARY 6, 2023

To run the scripts, refer to the Amazon MWAA analytics workshop. To learn more and get hands-on experience, start with the Amazon MWAA analytics workshop and then use the scripts in the GitHub repo to gain more observability of your DAG run. DAG definitions In this section, we look at snippets of the additions needed to the DAG file.

Management 92

Management Interactive Publishing Metadata 92

AWS Big Data

JUNE 20, 2024

The options available with Kafka are passing the tenant ID either as event metadata (header) or part of the payload itself as an explicit field. Continue your learning journey on SkillBuilder with our SaaS curriculum , get hands-on with an AWS Serverless SaaS workshop or Amazon EKS SaaS workshop , or dive deep with Amazon MSK Labs.

Modeling 104

Modeling Internet of Things Risk Management 104

AWS Big Data

APRIL 12, 2023

Metadata store – We use Spark’s in-memory data catalog to store metadata for TPC-DS databases and tables— spark.sql.catalogImplementation is set to the default value in-memory. To learn more and get started with EMR on EKS, try out the EMR on EKS Workshop and visit the EMR on EKS Best Practices Guide page.

Testing 86

Testing Big Data Metadata Optimization 86

erwin

APRIL 4, 2019

You can encourage feedback through surveys, workshops and open dialog. For example: Data cataloging – Organization’s implementing a data governance framework will benefit from automated metadata harvesting, data mapping, code generation and data lineage with reference data management, lifecycle management and data quality.

Data Governance 75

Data Governance Data Quality Risk Management Data-driven 75

AWS Big Data

SEPTEMBER 6, 2023

. // It serves as a simple API Gateway to Kafka Proxy, accepting requests and forwarding them to a Kafka topic. withBody("Message successfully pushed to kafka"); } catch (Exception e) { // In case of exception, log the error message and return a 500 status code log.error(e.getMessage(), e); return response.withBody(e.getMessage()).withStatusCode(500);

Testing 110

Testing Metadata Cost-Benefit Internet of Things 110

O'Reilly on Data

MARCH 23, 2023

BLOOM An open source model developed by the BigScience workshop. But Transformers have some other important advantages: Transformers don’t require training data to be labeled; that is, you don’t need metadata that specifies what each sentence in the training data means.

IT 348

IT Modeling Testing Risk 348

AWS Big Data

AUGUST 6, 2024

At a high level, the core of Langley’s architecture is based on a set of Amazon Simple Queue Service (Amazon SQS) queues and AWS Lambda functions, and a dedicated RDS database to store ETL job data and metadata. Amazon MWAA offers one-click updates of the infrastructure for minor versions, like moving from Airflow version x.4.z

Cost-Benefit 103

Cost-Benefit Metadata Snapshot Metrics 103

AWS Big Data

JANUARY 27, 2023

The AWS Glue Data Catalog provides a uniform repository where disparate systems can store and find metadata to keep track of data in data silos. With unified metadata, both data processing and data consuming applications can access the tables using the same metadata. For metadata read/write, Flink has the catalog interface.

Data Lake 67

Data Lake Metadata Business Analysis Data-driven 67

AWS Big Data

MAY 4, 2023

If not, refer to the Setting up Prometheus and Grafana for monitoring the cluster section of the Running batch workloads on Amazon EKS workshop to get them up and running on your cluster. To cleanup your EMR on EKS cluster after trying out the vertical autoscaling feature, refer to the clean-up section of the EMR on EKS workshop.

Metrics 87

Metrics Dashboards Optimization Statistics 87

Ontotext

APRIL 27, 2023

The seminar was organized by the European Broadcasting Union (EBU) and the respective community that is dedicated to foster knowledge sharing and learning on data-related projects, such as metadata and AI. It addresses the need for spatio-temporal representations of disinformation campaigns and narratives.

Technology 52

Technology Broadcasting Metadata Visualization 52

AWS Big Data

JULY 20, 2023

In addition, using Apache Iceberg’s metadata tables proved to be very helpful in identifying issues related to the physical layout of Iceberg’s tables, which can directly impact query performance. Consider engaging in seminars, workshops, or online forums that discuss these technologies.

Data Lake 94

Data Lake Analytics Snapshot Data Quality 94

AWS Big Data

JANUARY 31, 2023

We encourage you to check this feature in the Lake Formation workshop Integration with Amazon EMR using Runtime Roles. Amazon DataZone is a business data catalog service that supplements the technical metadata in the AWS Glue Data Catalog. Please get in touch through your AWS account team and share your comments.

Data Lake 90

Data Lake Data Governance Data Architecture Machine Learning 90

Cloudera

JUNE 16, 2022

For governance and security teams, the questions revolve around chain of custody, audit, metadata, access control, and lineage. She needs to measure the streaming telemetry metadata from multiple manufacturing sites for capacity planning to prevent disruptions. Meet Laila, a very opinionated practitioner of Cloudera Stream Processing.

Data Lake 88

Data Lake Manufacturing Metadata Dashboards 88

AWS Big Data

JANUARY 25, 2023

For data older than 24 hours, OpenSearch Serverless only caches metadata and fetches the necessary data blocks from Amazon S3 based on query access. OpenSearch Serverless also provides a built-in caching tier for time series workloads to provide better price-performance. This model also helps pack more data while controlling the costs.

Management 121

Management Dashboards Metadata Analytics 121

IBM Big Data Hub

APRIL 11, 2024

Step 3: For six to eight weeks leading up to the presentation date, offer applied training to the teams on developing these artifacts through workshops on their specific use cases. Bolster development teams by inviting diverse, multidisciplinary teams to join them in these workshops as they assess ethics and model risk.

Risk 74

Risk Consulting Data Processing Publishing 74

Ontotext

OCTOBER 12, 2023

Both speakers talked about common metadata standards and adequate language resources as key enablers of efficient interoperable, multilingual projects. It offered 3 days full of academic and industry tracks, business talks, tutorials, and workshops. Thankfully, lt-innovate.org already did a concise wrap-up.

Modeling 75

Modeling Recreation/Entertainment Data Processing Metadata 75

AWS Big Data

JULY 16, 2024

Priority 2 logs, such as operating system security logs, firewall, identity provider (IdP), email metadata, and AWS CloudTrail , are ingested into Amazon OpenSearch Service to enable the following capabilities. Previously, P2 logs were ingested into the SIEM.

Insurance 124

Insurance Management Cost-Benefit Optimization 124

Alation

MAY 31, 2023

This year’s DGIQ West will host tutorials, workshops, seminars, general conference sessions, and case studies for global data leaders. He’ll share how “metadata normalization” played a key role in the journey to automation, the steps required to automate data governance processes, and why a data catalog was critical to the project’s success.

Data Governance 52

Data Governance Insurance Metadata Data-driven 52

AWS Big Data

AUGUST 6, 2024

In parallel, the Pinot controller tracks the metadata of the cluster and performs actions required to keep the cluster in an ideal state. git clone [link] cd near-realtime-apache-pinot-workshop npm i Deploy the AWS CDK stack to create the AWS Cloud infrastructure by running the following command and enter y when prompted.

OLAP 94

OLAP Analytics Visualization Dashboards 94

Alation

MAY 11, 2023

We’ve also had the pleasure of being recognised by peer user review site TrustRadius as a primary leader in the data catalog category, as well as in the data collaboration , data governance , and metadata management categories. But I’d be remiss not to mention the value of an incredible culture.

B2B 52

B2B Finance Data Governance Marketing 52

Andrew White

OCTOBER 22, 2021

Metadata Strategy 3. The slide alludes to a workshop and a skill that any D&A role can master and in so doing, it augments their communications ability with business leaders and also explore and explain to technologists more clarity over requirements for data, analytics, innovation, improvement, and governance.

IT 52

IT Data Lake Data Science Strategy 52

AWS Big Data

AUGUST 23, 2023

SS4O is inspired by both OpenTelemetry and the Elastic Common Schema (ECS) and uses Amazon Elastic Container Service ( Amazon ECS ) event logs and OpenTelemetry (OTel) metadata. You can get started by having hands-on experience with the publicly available workshops for semantic search , microservice observability , and OpenSearch Serverless.

Snapshot 97

Snapshot Dashboards Visualization Metrics 97

Domino Data Lab

JUNE 2, 2019

It also represents part of the current focus for Project Jupyter : adding support for collaboration, enhanced security, projects as top-level entities, data registry, metadata management, and telemetry about usage. Jupyter Community Workshop , Jun 22-23, Córdoba. CogX , Jun 10-12, London. MIT EmTech Next , Jun 11-12, Boston.

Data Science 110

Data Science Data-driven Machine Learning Modeling 110

Alation

MAY 11, 2023

We’ve also had the pleasure of being recognised by peer user review site TrustRadius as a primary leader in the data catalog category, as well as in the data collaboration , data governance , and metadata management categories. But I’d be remiss not to mention the value of an incredible culture.

B2B 40

B2B Finance Data Governance Marketing 40

Alation

JANUARY 17, 2023

Popular cloud-based data warehouses include Amazon Redshift, Google Bigquery, Snowflake, or Databricks.These cloud data warehouses work well with a good metadata management strategy , which includes implementing a data catalog , which Alation can provide. To help your organization get started, hold training sessions or workshops.

Data Warehouse 52

Data Warehouse Cost-Benefit Data Science Data Transformation 52

Andrew White

JANUARY 9, 2022

The framework is tool that you can use, in a workshop setting if you will, to explore and unpack with business roles the decision and outcome they are trying to improve. So, I hear you say, let’s share metadata and make the data self-describing. How will this framework handle those cases ? Sure, that can help for sure.

Analytics 64

Analytics Measurement Data-driven Modeling 64

Andrew White

JANUARY 11, 2021

We cannot of course forget metadata management tools, of which there are many different. One related item that come sto mind is this: Toolkit: Choose and Rank AI Use Cases With This Workshop. A few years ago, we developed what has proven to be a very simple and helpful framework to relate all the parts. We have written on this widely.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Domino Data Lab

OCTOBER 9, 2019

Paco Nathan’s latest article covers data practices from the National Oceanic and Atmospheric Administration (NOAA) Environment Data Management (EDM) workshop as well as updates from the AI Conference. The most interesting and important conference I attended recently was the NOAA EDM Workshop in Seattle. Metadata Challenges.

Deep Learning 69

Deep Learning Metadata Machine Learning Data Science 69

Alation

APRIL 14, 2023

In his talk, Mitesh revealed that Alation delivers useful information about data via metadata, and explored why context is key to building reliable data pipelines. We have a jam-packed conference schedule ahead. Keen to learn more about Fivetran’s evolution?

Data Warehouse 52

Data Warehouse Data-driven Metadata Digital Transformation 52

Domino Data Lab

JULY 22, 2019

Again, talking about executives… In December last year, I was on a workshop for World Economic Forum. We had Julia Lane talking about Coleridge Initiative and the work on Project Jupyter to support metadata and data governance and lineage. The first one is about company culture.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

AWS Big Data

NOVEMBER 13, 2024

With this in mind, the team implemented the following steps: Define data domains – In a workshop, the team identified the data landscape and its distribution in Volkswagen Autoeuropa. In addition, the team aligned on business metadata attributes that would help with data discovery.

Metadata 94

Metadata Data Quality Digital Transformation Data-driven 94

AWS Big Data

NOVEMBER 6, 2024

After executing your Lambda function, Firehose looks for routing information and operations in the metadata fields (in the following format) provided by your Lambda function. You can leave the Destination Settings as default because the Lambda function will provide the required metadata for routing. b64decode(record['data']).decode('utf-8')

Metadata 109

Metadata Data Lake Management Internet of Things 109

Cloudera

DECEMBER 19, 2024

Finally, we hosted a hands-on workshop to walk attendees through a Retrieval-Augmented Generation (RAG) workflow within Cloudera AI to show how easy it is to deploy contextualized models based on organizational data.

Metadata 75

Metadata Data Processing Machine Learning Cost-Benefit 75

AWS Big Data

FEBRUARY 18, 2025

When Firehose delivers data to the S3 table, it uses the AWS Glue Data Catalog to store and manage table metadata. This metadata includes schema information, partition details, and file locations, enabling seamless data discovery and querying across AWS analytics services.

Snapshot 76

Snapshot Optimization Data Lake Metadata 76

Andrew White

MARCH 31, 2023

A workshop that helps diagnostically map specific data to specific business outcomes. Data mesh versus data fabric I am not the expert here but in lay terms, I believe both fabric and mesh include a semantic inference engine that consumes active metadata. An overview of one of our D&A Hype cycles.

Analytics 40

Analytics Marketing Data-driven Visualization 40