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 84

Data Lake Data Governance Data Architecture Machine Learning 84

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 Data Lake Dashboards Data Science 130

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 98

Data Lake Snapshot Metadata Data Architecture 98

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

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

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

IBM Big Data Hub

OCTOBER 16, 2023

By looking critically at these examples, and at successes in overcoming bias, data scientists can begin to build a roadmap for identifying and preventing bias in their machine learning models. Policy orchestration within a data fabric architecture is an excellent tool that can simplify the complex AI audit processes.

Advertising 72

Advertising Machine Learning Data Architecture Cost-Benefit 72

AWS Big Data

APRIL 26, 2023

In the next stage of the cycle, Huron’s consultants experiment with new data sources and insights that in turn fed back into the product dashboards. This access to the metadata supports the need for updating visuals based on changes as well as automating row and column level security ensuring customer data is properly governed.

Metadata 52

Metadata Dashboards Visualization Consulting 52

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 73

Data Quality Metrics Visualization Dashboards 73

AWS Big Data

MARCH 25, 2024

To learn more about RAG, refer to Question answering using Retrieval Augmented Generation with foundation models in Amazon SageMaker JumpStart. A RAG-based generative AI application can only produce generic responses based on its training data and the relevant documents in the knowledge base.

Data Lake 94

Data Lake Unstructured Data Management Modeling 94

CIO Business Intelligence

MARCH 26, 2024

Jason Cao, Huawei’s CEO of Digital Finance BU Coining the term “non-stop banking”, Mr. Cao referred to an undisrupted financial services system running on a strong infrastructure foundation that is built to accelerate the industry’s digital and intelligent transformation journey. ‘4

Strategy 59

Strategy Uncertainty Finance Digital Transformation 59

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 85

Technology Data-driven Machine Learning Sales 85

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 93

Interactive Visualization Measurement Data Architecture 93

TDAN

OCTOBER 18, 2022

“Technical debt” refers to the implied cost of future refactoring or rework to improve the quality of an asset to make it easy to understand, work with, maintain, and extend.

Software 94

Software Data Architecture IT Data Quality 94

AWS Big Data

JULY 28, 2023

However, Athena also allows you to query data stored in 30 different data sources—in addition to Amazon S3—including relational, non-relational, and object stores running on premises or in other cloud environments. In Athena, we refer to queries on non-Amazon S3 data sources as federated queries.

Big Data 82

Big Data Data Architecture Data Lake Interactive 82

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 116

Analytics IoT Data-driven Snapshot 116

AWS Big Data

APRIL 3, 2023

To learn about new options for database scripting, refer to Accelerate your data warehouse migration to Amazon Redshift – Part 4. For more details, refer to Auto Scaling groups , the Amazon EFT User Guide , and Integrating CodeDeploy with Amazon EC2 Auto Scaling. For more information, refer to Prerequisites.

Data Warehouse 100

Data Warehouse Testing Data Lake Data-driven 100

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 78

Dashboards Optimization Data Lake Cost-Benefit 78

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 95

Interactive Data-driven Data Architecture Software 95

IBM Big Data Hub

SEPTEMBER 19, 2023

Though you may encounter the terms “data science” and “data analytics” being used interchangeably in conversations or online, they refer to two distinctly different concepts.

Data Science 80

Data Science Data Analytics Prescriptive Analytics Analytics 80

IBM Big Data Hub

SEPTEMBER 6, 2023

Because various generative AI solutions are trained on large swaths of data, they have the capability to pull and interpret existing data incorrectly. When an AI foundation model generates off-topic or incorrect content, that behavior is referred to as a hallucination.

Marketing 117

Marketing Strategy B2B Cost-Benefit 117

IBM Big Data Hub

JANUARY 25, 2023

Breaking down these silos to encourage data access, data sharing and collaboration will be an important challenge for organizations in the coming years. The right data architecture to link and gain insight across silos requires the communication and coordination of a strategic data governance program.

Data Governance 52

Data Governance Data-driven Strategy Management 52

AWS Big Data

APRIL 3, 2024

For instructions, refer to Amazon DataZone quickstart with AWS Glue data. You also need to define and run a ruleset against your data, which is a set of data quality rules in AWS Glue Data Quality. To learn more about Amazon DataZone, refer to the Amazon DataZone User Guide. option("header", "true").option("inferSchema",

Data Quality 93

Data Quality Visualization Metadata Metrics 93

Cloudera

SEPTEMBER 15, 2022

Mark: The first element in the process is the link between the source data and the entry point into the data platform. At Ramsey International (RI), we refer to that layer in the architecture as the foundation, but others call it a staging area, raw zone, or even a source data lake. What is a data fabric?

Data Lake 78

Data Lake Data Architecture Data-driven Data Warehouse 78

AWS Big Data

JANUARY 12, 2024

For alternate methods on how to load data into Amazon OpenSearch, refer to Loading streaming data into Amazon OpenSearch Service. Furthermore, sensitive data can also be discovered and masked using other AWS solutions. For more information, refer to Common techniques to detect PHI and PII data using AWS Services.

Data Lake 98

Data Lake Cost-Benefit Visualization Structured Data 98

AWS Big Data

MAY 18, 2023

It’s even harder when your organization is dealing with silos that impede data access across different data stores. Seamless data integration is a key requirement in a modern data architecture to break down data silos. For more details, refer to Spark Release 3.3.0 AWS Glue Data Catalog client 3.6.0

Testing 80

Testing Data Lake Cost-Benefit Data Integration 80

AWS Big Data

FEBRUARY 8, 2023

For more information, refer to Download and Installation of NW RFC SDK. For instructions, refer to Configuration basics. Clone the PyRFC module from GitHub For instructions for creating and connecting to an Amazon Linux 2 AMI EC2 instance, refer to Tutorial: Get started with Amazon EC2 Linux instances.

Testing 75

Testing Data Integration Data Lake Enterprise 75

IBM Big Data Hub

FEBRUARY 9, 2023

Realize that a data governance program cannot exist on its own – it must solve business problems and deliver outcomes. Start by identifying business objectives, desired outcomes, key stakeholders, and the data needed to deliver these objectives. Don’t try to do everything at once!

Data Governance 79

Data Governance Business Objectives Strategy Data Quality 79

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

datapine

AUGUST 20, 2019

Operations data: Data generated from a set of operations such as orders, online transactions, competitor analytics, sales data, point of sales data, pricing data, etc. The gigantic evolution of structured, unstructured, and semi-structured data is referred to as Big data. Videos, pictures etc.

Big Data 100

Big Data B2B Cost-Benefit Structured Data 100

TDAN

JULY 19, 2022

In reference to the prior column on enterprise data management and high level lego framework, this column reviews in detail the foundational layer of Organization Mission, Level 1.

Strategy 52

Strategy Enterprise Management Modeling 52

Alation

JANUARY 9, 2023

The Australian Prudential Regulation Authority (APRA) released nonbinding standards covering data risk management. Another agency later also published a legally binding standard to strengthen risk management for financial institutions with specific language related to data architecture and IT infrastructure.

Risk Management 52

Risk Management Risk Management Metadata 52

Ontotext

APRIL 10, 2024

Knowledge graphs and semantic metadata Knowledge graphs (KGs) are the key to: Advanced Data Architecture & Models like Data Fabric, Data Mesh Unified Data Access Semantic Data Integration These fundamental capabilities of KGs enable them to bridge the chasm between information and knowledge in the DIKW pyramid.

Metadata 52

Metadata Data Lake Data Warehouse Data Quality 52

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

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 130

Testing Metadata Risk Data Science 130

AWS Big Data

OCTOBER 10, 2023

Due to the volume, velocity, and variety of data being ingested in data lakes, it can get challenging to develop and maintain policies and procedures to ensure data governance at scale for your data lake. Data confidentiality and data quality are the two essential themes for data governance.

Data Quality 94

Data Quality Data Governance Data Lake Testing 94

TDAN

OCTOBER 1, 2019

Is there a difference between open data and public data? There is a general consensus that when we talk about open data, we are referring to any piece of data or content that is free to access, use, reuse, and redistribute. And it’s a big one. Due to the way most governments have rolled out […].

Data Architecture 80

Data Architecture Data Strategy Big Data Strategy 80