AWS Big Data

JANUARY 6, 2025

In your Google Cloud project, youve enabled the following APIs: Google Analytics API Google Analytics Admin API Google Analytics Data API Google Sheets API Google Drive API For more information, refer to Amazon AppFlow support for Google Sheets. Refer to the Amazon Redshift Database Developer Guide for more details.

Analytics 98

Analytics Data Warehouse Big Data Metrics 98

AWS Big Data

JANUARY 24, 2023

This means that if data is moved from a bucket in the source Region to another bucket in the target Region, the data access permissions need to be reapplied in the target Region. AWS Glue Data Catalog The AWS Glue Data Catalog is a central repository of metadata about data stored in your data lake.

Data Architecture 88

Data Architecture Metadata Data Lake Snapshot 88

TDAN

DECEMBER 17, 2019

Data is commonly referred to as the new oil, a resource so immensely powerful that its true potential is yet to be discovered. We haven’t achieved enough with data research and other statistical modeling techniques to be able to see data for what it truly is and even our methods of accruing data are rudimentary […].

Data Architecture 52

Data Architecture Statistics Modeling IT 52

DataKitchen

NOVEMBER 5, 2024

This architecture is valuable for organizations dealing with large volumes of diverse data sources, where maintaining accuracy and accessibility at every stage is a priority. It sounds great, but how do you prove the data is correct at each layer? How do you ensure data quality in every layer ?

Data Quality 195

Data Quality Testing Metrics Reporting 195

AWS Big Data

DECEMBER 4, 2024

SageMaker still includes all the existing ML and AI capabilities you’ve come to know and love for data wrangling, human-in-the-loop data labeling with Amazon SageMaker Ground Truth , experiments, MLOps, Amazon SageMaker HyperPod managed distributed training, and more.

Data Analytics 100

Data Analytics Analytics Data Lake Data Quality 100

AWS Big Data

OCTOBER 30, 2024

Automate ingestion from a single data source With a auto-copy job, you can automate ingestion from a single data source by creating one job and specifying the path to the S3 objects that contain the data. The S3 object path can reference a set of folders that have the same key prefix.

Data Warehouse 105

Data Warehouse Sales Data Lake Recreation/Entertainment 105

AWS Big Data

FEBRUARY 1, 2024

Amazon Redshift features like streaming ingestion, Amazon Aurora zero-ETL integration , and data sharing with AWS Data Exchange enable near-real-time processing for trade reporting, risk management, and trade optimization. This will be your OLTP data store for transactional data. version cluster. version cluster.

Data Warehouse 134

Data Warehouse Dashboards Risk Management Risk 134

Cloudera

JANUARY 7, 2025

Heres a deep dive into why and how enterprises master multi-cloud deployments to enhance their data and AI initiatives. While multi-cloud generally refers to the use of multiple cloud providers, hybrid encompasses both cloud and on-premises integrations, as well as multi-cloud setups.

Cost-Benefit 82

Cost-Benefit Optimization Strategy Data-driven 82

AWS Big Data

OCTOBER 16, 2023

This service seamlessly integrates into your data architecture, allowing you to tap into the full potential of your data for informed decision-making. Data streaming technologies like Kinesis Data Streams are designed to efficiently process and manage continuous streams of data in real time at large scale.

Cost-Benefit 126

Cost-Benefit Testing Optimization Strategy 126

AWS Big Data

MARCH 6, 2025

Refer to IAM Identity Center identity source tutorials for the IdP setup. For more details, refer to Creating a workgroup with a namespace. Refer to Authorization servers for more information about authorization servers in Okta. For more information, refer to the CreateTokenWithIAM API reference.

Visualization 87

Visualization Sales Data Warehouse Management 87

AWS Big Data

JANUARY 31, 2023

In this post, we are excited to summarize the features that the AWS Glue Data Catalog, AWS Glue crawler, and Lake Formation teams delivered in 2022. Whether you are a data platform builder, data engineer, data scientist, or any technology leader interested in data lake solutions, this post is for you.

Data Lake 98

Data Lake Data Governance Data Architecture Machine Learning 98

AWS Big Data

MARCH 7, 2024

At the same time, they need to optimize operational costs to unlock the value of this data for timely insights and do so with a consistent performance. With this massive data growth, data proliferation across your data stores, data warehouse, and data lakes can become equally challenging. Example Corp.

Data Lake 131

Data Lake Analytics Dashboards Metrics 131

CIO Business Intelligence

MARCH 24, 2023

Whereas data governance is about the roles, responsibilities, and processes for ensuring accountability for and ownership of data assets, DAMA defines data management as “an overarching term that describes the processes used to plan, specify, enable, create, acquire, maintain, use, archive, retrieve, control, and purge data.”

Data Governance 142

Data Governance Management Metadata Data Quality 142

AWS Big Data

MAY 22, 2024

Refer to Amazon OpenSearch Ingestion to learn about other capabilities provided by OpenSearch Ingestion to build scalable pipelines for your OpenSearch data ingestion needs. He is deeply passionate about Data Architecture and helps customers build analytics solutions at scale on AWS.

Data Architecture 121

Data Architecture Visualization Data Transformation Management 121

AWS Big Data

AUGUST 31, 2023

To upgrade your existing Athena engine to version 3 in your Athena workgroup, follow the instructions in Upgrade to Athena engine version 3 to increase query performance and access more analytics features or refer to Changing the engine version in the Athena console. For more details on Iceberg format versions, refer to Format Versioning.

Data Lake 118

Data Lake Data Warehouse Metadata Data Architecture 118

AWS Big Data

JUNE 12, 2024

In a two-part series, we talk about Swisscom’s journey of automating Amazon Redshift provisioning as part of the Swisscom ODP solution using the AWS Cloud Development Kit (AWS CDK), and we provide code snippets and the other useful references.

Data Architecture 115

Data Architecture Cost-Benefit Data-driven Experimentation 115

DataKitchen

JUNE 12, 2023

Today we have had over 20,000 signatures , millions of page views, and copycat clones, and it is frequently used as a reference guide. For example, just a few weeks ago, Microsoft announced data fabric, and John Kerski used it to frame up the discussion of how Microsoft data fabric supports DataOps principles.

Testing 130

Testing Dashboards Data Lake Data Science 130

CIO Business Intelligence

NOVEMBER 1, 2023

It’s published two new resources for using BTP — a guidance framework with methodologies and reference architectures, and a developers’ guide including building blocks and step-by-step guides — and released an open-source SDK for building extensions on BTP.

Enterprise 132

Enterprise Cost-Benefit Unstructured Data Software 132

AWS Big Data

APRIL 3, 2024

They understand that a one-size-fits-all approach no longer works, and recognize the value in adopting scalable, flexible tools and open data formats to support interoperability in a modern data architecture to accelerate the delivery of new solutions. Andries has over 20 years of experience in the field of data and analytics.

Data Lake 121

Data Lake Snapshot Metadata Data Architecture 121

Cloudera

NOVEMBER 7, 2023

Are you struggling to manage the ever-increasing volume and variety of data in today’s constantly evolving landscape of modern data architectures? References: [1] [link] [2] [link] The post Apache Ozone – A Multi-Protocol Aware Storage System appeared first on Cloudera Blog.

Unstructured Data 105

Unstructured Data Data Architecture Optimization Interactive 105

CIO Business Intelligence

MARCH 18, 2024

RAG optimizes LLMs by giving them the ability to reference authoritative knowledge bases outside their training data. “There are tons of documents that are not residing in an SAP system,” Herzig said. Artificial Intelligence, Data Architecture, Data Science, Digital Transformation, Generative AI, IT Leadership, Nvidia, SAP

Digital Transformation 118

Digital Transformation Optimization Data Science Modeling 118

erwin

MAY 31, 2019

At Avydium , we believe there’s an important middle ground where different architecture disciplines coexist, including enterprise, solution, application, data, metadata and technical architectures. Applications fail to work together, data is integrated incorrectly causing massive duplication, and worse.

Data-driven 104

Data-driven Enterprise Metadata Strategy 104

AWS Big Data

DECEMBER 4, 2024

While traditional extract, transform, and load (ETL) processes have long been a staple of data integration due to its flexibility, for common use cases such as replication and ingestion, they often prove time-consuming, complex, and less adaptable to the fast-changing demands of modern data architectures.

Data Integration 112

Data Integration Data Lake Statistics Data-driven 112

AWS Big Data

SEPTEMBER 13, 2023

The Analytics specialty practice of AWS Professional Services (AWS ProServe) helps customers across the globe with modern data architecture implementations on the AWS Cloud. The company wanted the ability to continue processing operational data in the secondary Region in the rare event of primary Region failure.

Data Lake 111

Data Lake Data Processing Metadata Snapshot 111

AWS Big Data

FEBRUARY 7, 2024

Refer to How can I access OpenSearch Dashboards from outside of a VPC using Amazon Cognito authentication for a detailed evaluation of the available options and the corresponding pros and cons. For more information, refer to the AWS CDK v2 Developer Guide. For instructions, refer to Creating a public hosted zone.

Dashboards 108

Dashboards Data Processing Metadata Consulting 108

AWS Big Data

APRIL 19, 2023

Independent data products often only have value if you can connect them, join them, and correlate them to create a higher order data product that creates additional insights. A modern data architecture is critical in order to become a data-driven organization.

Technology 104

Technology Data-driven Machine Learning Sales 104

AWS Big Data

JUNE 6, 2023

These are six main steps in the data pipeline: Amazon EventBridge triggers an AWS Lambda function when the event pattern for AWS Glue Data Quality matches the defined rule. For more information, refer to Working with Query Results, Output Files, and Query History. For S3 path , enter the S3 path to your data source. (

Data Quality 93

Data Quality Metrics Visualization Dashboards 93

Cloudera

SEPTEMBER 28, 2020

This allowed them to enable a modern data architecture, enhance their streaming capabilities and prepare for the next phase of the CDP Journey. References: CDP Runtime release notes: CDP 7.1.3 Install references: Install references. Customer A was able to upgrade successfully from CDH 5.14.2 Release Notes.

Testing 132

Testing Metadata Risk Data Science 132

Peter James Thomas

AUGUST 2, 2019

Data Architecture – Definition (2). Data Catalogue. Data Community. Data Domain (contributor: Taru Väre ). Data Enrichment. Data Federation. Data Function. Data Model. Data Operating Model. Geospatial Data. Reference Data (contributor: George Firican ).

Analytics 69

Analytics Data Analytics Data Architecture Statistics 69

Sisense

JULY 6, 2020

First off, this involves defining workflows for every business process within the enterprise: the what, how, why, who, when, and where aspects of data. These regulations, ultimately, ensure key business values: data consistency, quality, and trustworthiness.

Enterprise 98

Enterprise Management Data Architecture Data-driven 98

Ontotext

JULY 24, 2023

It was emphasized many times that LLMs are only as good as the data sources. A Few Cautions LLM references a huge amount of data to become truly functional, making it a quite expensive and time consuming effort to train the model. Another concern relates to the definition of ‘data constraints.’

Modeling 98

Modeling Management Structured Data Data Architecture 98

Cloudera

AUGUST 9, 2022

The CDP Disaster Recovery Reference Architecture. Today we announce the official release of the CDP Disaster Recovery Reference Architecture (DRRA). The CDP Disaster Recovery Reference Architecture is available in our public documentation within the CDP Reference Architectures microsite.

Data Lake 78

Data Lake Data Warehouse Data-driven IoT 78

AWS Big Data

SEPTEMBER 20, 2023

With this functionality, you’re empowered to focus on extracting valuable insights from their data, while AWS Glue handles the infrastructure heavy lifting using a serverless compute model. To get started today, refer to Developing AWS Glue jobs with Notebooks and Interactive sessions.

Interactive 111

Interactive Visualization Measurement Data Architecture 111

AWS Big Data

JANUARY 8, 2024

Kinesis Data Streams has native integrations with other AWS services such as AWS Glue and Amazon EventBridge to build real-time streaming applications on AWS. Refer to Amazon Kinesis Data Streams integrations for additional details. To access your data from Timestream, you need to install the Timestream plugin for Grafana.

Analytics 133

Analytics IoT Data-driven Snapshot 133

CIO Business Intelligence

MARCH 9, 2022

But if businesses want to drive new features such as customer-centricity or take full advantage of what the cloud offers, then going cloud-first — also referred to as “cloud native” — is worthwhile, Hon says. These are just some of the principles that need to guide developers in this journey,” he says.

Strategy 145

Strategy Consulting Risk Testing 145

CIO Business Intelligence

JUNE 29, 2022

But this glittering prize might cause some organizations to overlook something significantly more important: constructing the kind of event-driven data architecture that supports robust real-time analytics. We can, in the semantics of the software world, refer to digitally mediated business activities asreal-time events.

Interactive 98

Interactive Data-driven Data Architecture Software 98

AWS Big Data

FEBRUARY 6, 2023

For more details on how to configure and schedule the log collector, refer to the yarn-log-collector GitHub repo. For more information on how to use the YARN log organizer, refer to the yarn-log-organizer GitHub repo. He also understands how to apply technologies to solve big data problems and build a well-designed data architecture.

Dashboards 96

Dashboards Optimization Data Lake Cost-Benefit 96