CIO Business Intelligence

SEPTEMBER 6, 2024

As artificial intelligence (AI) and machine learning (ML) continue to reshape industries, robust data management has become essential for organizations of all sizes. This means organizations must cover their bases in all areas surrounding data management including security, regulations, efficiency, and architecture.

Metadata 116

Metadata Enterprise Management Cost-Benefit 116

KDnuggets

APRIL 25, 2022

Metadata is the data providing context about the data, more than what you see in the rows and columns. By managing your metadata, you're effectively creating an encyclopedia of your data assets.

Metadata 155

Metadata Management Data Science 155

AWS Big Data

NOVEMBER 19, 2024

The permission mechanism has to be secure, built on top of built-in security features, and scalable for manageability when the user base scales out. In this post, we show you how to manage user access to enterprise documents in generative AI-powered tools according to the access you assign to each persona.

Management 98

Management Metadata Manufacturing Testing 98

AWS Big Data

JANUARY 9, 2025

In this post, we focus on data management implementation options such as accessing data directly in Amazon Simple Storage Service (Amazon S3), using popular data formats like Parquet, or using open table formats like Iceberg. Data management is the foundation of quantitative research.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

David Menninger's Analyst Perspectives

SEPTEMBER 28, 2021

Collibra is a data governance software company that offers tools for metadata management and data cataloging. The software enables organizations to find data quickly, identify its source and assure its integrity. Line-of-business workers can use it to create, review and update the organization's policies on different data assets.

Data Governance 349

Data Governance Metadata Software Management 349

O'Reilly on Data

FEBRUARY 11, 2020

Data scientists and analysts, data engineers, and the people who manage them comprise 40% of the audience; developers and their managers, about 22%. These include the basics, such as metadata creation and management, data provenance, data lineage, and other essentials. Respondents who work in upper management—i.e.,

Data Quality 361

Data Quality Metadata Data Governance Publishing 361

AWS Big Data

NOVEMBER 14, 2024

The landscape of big data management has been transformed by the rising popularity of open table formats such as Apache Iceberg, Apache Hudi, and Linux Foundation Delta Lake. Both Delta Lake and Iceberg metadata files reference the same data files.

Metadata 122

Metadata Data Warehouse Big Data Data Lake 122

AWS Big Data

JULY 29, 2024

Monitoring and tracking issues in the data management lifecycle are essential for achieving operational excellence in data lakes. This is where Apache Iceberg comes into play, offering a new approach to data lake management. You will learn about an open-source solution that can collect important metrics from the Iceberg metadata layer.

Metadata 126

Metadata Snapshot Data Lake Metrics 126

AWS Big Data

NOVEMBER 22, 2024

It is appealing to migrate from self-managed OpenSearch and Elasticsearch clusters in legacy versions to Amazon OpenSearch Service to enjoy the ease of use, native integration with AWS services, and rich features from the open-source environment ( OpenSearch is now part of Linux Foundation ).

Snapshot 98

Snapshot Metadata Recreation/Entertainment Data Processing 98

DataKitchen

FEBRUARY 20, 2025

Better Metadata Management Add Descriptions and Data Product tags to tables and columns in the Data Catalog for improved governance. Enhanced Column Profiling Displays Get clearer insights with redesigned views in the Data Catalog, Profiling Results, Hygiene Issues, and Test Results pages. DataOps just got more intelligent.

Data Quality 195

Data Quality Scorecard Testing Dashboards 195

CIO Business Intelligence

DECEMBER 11, 2024

According to Richard Kulkarni, Country Manager for Quest, a lack of clarity concerning governance and policy around AI means that employees and teams are finding workarounds to access the technology. Some senior technology leaders fear a Pandoras Box type situation with AI becoming impossible to control once unleashed.

Risk 111

Risk Data Strategy Strategy Data Governance 111

CIO Business Intelligence

FEBRUARY 27, 2025

According to a study from Rocket Software and Foundry , 76% of IT decision-makers say challenges around accessing mainframe data and contextual metadata are a barrier to mainframe data usage, while 64% view integrating mainframe data with cloud data sources as the primary challenge.

Metadata 98

Metadata Data Lake Cost-Benefit Forecasting 98

AWS Big Data

OCTOBER 24, 2024

Amazon OpenSearch Service is a fully managed service for search and analytics. AWS handles the heavy lifting of managing the underlying infrastructure, including service installation, configuration, replication, and backups, so you can focus on the business side of your application. Make sure the Python version is later than 2.7.0:

Visualization 105

Visualization Management Data Processing Testing 105

datapine

SEPTEMBER 29, 2022

1) What Is Data Quality Management? However, with all good things comes many challenges and businesses often struggle with managing their information in the correct way. Enters data quality management. What Is Data Quality Management (DQM)? Why Do You Need Data Quality Management? Table of Contents.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

JANUARY 15, 2025

Their terminal operations rely heavily on seamless data flows and the management of vast volumes of data. Thus, managing data at scale and establishing data-driven decision support across different companies and departments within the EUROGATE Group remains a challenge. This process is shown in the following figure.

IoT 111

IoT Machine Learning Metadata Data-driven 111

AWS Big Data

NOVEMBER 7, 2024

Amazon Redshift is a fully managed, AI-powered cloud data warehouse that delivers the best price-performance for your analytics workloads at any scale. It enables you to get insights faster without extensive knowledge of your organization’s complex database schema and metadata. Within this feature, user data is secure and private.

Metadata 105

Metadata Sales Data Warehouse Optimization 105

AWS Big Data

NOVEMBER 20, 2024

We’re excited to announce a new feature in Amazon DataZone that offers enhanced metadata governance for your subscription approval process. With this update, domain owners can define and enforce metadata requirements for data consumers when they request access to data assets. Key benefits The feature benefits multiple stakeholders.

Metadata 96

Metadata Data Governance Metrics Marketing 96

AWS Big Data

OCTOBER 29, 2024

The CDH is used to create, discover, and consume data products through a central metadata catalog, while enforcing permission policies and tightly integrating data engineering, analytics, and machine learning services to streamline the user journey from data to insight. This led to inefficiencies in data governance and access control.

Data Lake 109

Data Lake Sales Metadata Machine Learning 109

AWS Big Data

NOVEMBER 19, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA), is a managed Apache Airflow service used to extract business insights across an organization by combining, enriching, and transforming data through a series of tasks called a workflow. This approach offers greater flexibility and control over workflow management.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

AWS Big Data

OCTOBER 25, 2023

Why it’s challenging to process and manage unstructured data Unstructured data makes up a large proportion of the data in the enterprise that can’t be stored in a traditional relational database management systems (RDBMS). A metadata layer helps build the relationship between the raw data and AI extracted output.

Unstructured Data 133

Unstructured Data Metadata Management Analytics 133

CIO Business Intelligence

MAY 24, 2022

Just after launching a focused data management platform for retail customers in March, enterprise data management vendor Informatica has now released two more industry-specific versions of its Intelligent Data Management Cloud (IDMC) — one for financial services, and the other for health and life sciences.

Finance 140

Finance Management Metadata Machine Learning 140

AWS Big Data

NOVEMBER 11, 2024

Kinesis Data Streams is a fully managed, serverless data streaming service that stores and ingests various streaming data in real time at any scale. To create an OpenSearch domain, see Creating and managing Amazon OpenSearch domains. To create a Kinesis Data Stream, see Create a data stream.

Metadata 122

Metadata Metrics Analytics Data Processing 122

CIO Business Intelligence

MARCH 24, 2023

It encompasses the people, processes, and technologies required to manage and protect data assets. The Data Management Association (DAMA) International defines it as the “planning, oversight, and control over management of data and the use of data and data-related sources.”

Data Governance 142

Data Governance Management Metadata Data Quality 142

AWS Big Data

OCTOBER 11, 2023

Organizations with legacy, on-premises, near-real-time analytics solutions typically rely on self-managed relational databases as their data store for analytics workloads. We introduce you to Amazon Managed Service for Apache Flink Studio and get started querying streaming data interactively using Amazon Kinesis Data Streams.

Management 131

Management Metadata Analytics Dashboards 131

Rocket-Powered Data Science

JULY 6, 2021

The key to success is to start enhancing and augmenting content management systems (CMS) with additional features: semantic content and context. This is accomplished through tags, annotations, and metadata (TAM). TAM management, like content management, begins with business strategy. Collect, curate, and catalog (i.e.,

Strategy 267

Strategy Machine Learning Metadata Knowledge Discovery 267

AWS Big Data

NOVEMBER 29, 2023

From Talent Acquisition to Talent Management and talent insights, Eightfold offers a single AI platform that does it all. It delivers analytics and enhanced insights about the customer’s Talent Acquisition, Talent Management pipelines, and much more. Customers can also implement their own custom dashboards in QuickSight.

Metadata 111

Metadata Data Warehouse Analytics Data Analytics 111

AWS Big Data

DECEMBER 4, 2024

Open table formats are emerging in the rapidly evolving domain of big data management, fundamentally altering the landscape of data storage and analysis. The adoption of open table formats is a crucial consideration for organizations looking to optimize their data management practices and extract maximum value from their data.

Snapshot 84

Snapshot Metadata Data Lake Optimization 84

David Menninger's Analyst Perspectives

OCTOBER 24, 2024

Data fabric refers to technology products that can be used to integrate, manage and govern data across distributed environments, supporting the cultural and organizational data ownership and access goals of data mesh. This is said to help diminish challenges related to silos of data that limit data sharing and data-driven decision-making.

Management 130

Management Data-driven Data Governance Data Lake 130

CIO Business Intelligence

JUNE 9, 2022

A data management platform (DMP) is a group of tools designed to help organizations collect and manage data from a wide array of sources and to create reports that help explain what is happening in those data streams. All this data arrives by the terabyte, and a data management platform can help marketers make sense of it all.

Management 144

Management Advertising Data Lake Sales 144

CIO Business Intelligence

AUGUST 21, 2024

Enterprise content management (ECM) systems have long given employees easy access to whatever content they need to do their jobs. Add context to unstructured content With the help of IDP, modern ECM tools can extract contextual information from unstructured data and use it to generate new metadata and metadata fields.

Insurance 116

Insurance Management Metadata Unstructured Data 116

Cloudera

OCTOBER 23, 2024

In August, we wrote about how in a future where distributed data architectures are inevitable, unifying and managing operational and business metadata is critical to successfully maximizing the value of data, analytics, and AI. It is a critical feature for delivering unified access to data in distributed, multi-engine architectures.

Metadata 84

Metadata Data Lake Dashboards Interactive 84

AWS Big Data

DECEMBER 9, 2024

Given the importance of data in the world today, organizations face the dual challenges of managing large-scale, continuously incoming data while vetting its quality and reliability. AWS Glue is a serverless data integration service that you can use to effectively monitor and manage data quality through AWS Glue Data Quality.

Data Quality 126

Data Quality Publishing Snapshot Data Lake 126

O'Reilly on Data

JANUARY 29, 2019

In order to have a longstanding AI and ML practice, companies need to have data infrastructure in place to collect, transform, store, and manage data. The current generation of AI and ML methods and technologies rely on large amounts of data—specifically, labeled training data. Data scientists and data engineers are in demand.

Deep Learning 253

Deep Learning Machine Learning Data Science Metadata 253

AWS Big Data

DECEMBER 17, 2024

We have enhanced data sharing performance with improved metadata handling, resulting in data sharing first query execution that is up to four times faster when the data sharing producers data is being updated. You can also create new data lake tables using Redshift Managed Storage (RMS) as a native storage option.

Data Lake 98

Data Lake Data Warehouse Data-driven Optimization 98

AWS Big Data

NOVEMBER 6, 2024

When building custom stream processing applications, developers typically face challenges with managing distributed computing at scale that is required to process high throughput data in real time. reduces the Amazon DynamoDB cost associated with KCL by optimizing read operations on the DynamoDB table storing metadata.

Cost-Benefit 116

Cost-Benefit Metadata Optimization Publishing 116

AWS Big Data

APRIL 29, 2024

This post explores the deployment of Apache Ranger for permission management within the Hadoop ecosystem on Amazon EKS. We show how Ranger integrates with Hadoop components like Apache Hive, Spark, Trino, Yarn, and HDFS, providing secure and efficient data management in a cloud environment.

Management 116

Management Big Data Data Warehouse Metadata 116

AWS Big Data

DECEMBER 10, 2024

As organizations increasingly adopt cloud-based solutions and centralized identity management, the need for seamless and secure access to data warehouses like Amazon Redshift becomes crucial. federated users to access the AWS Management Console. From there, the user can access the Redshift Query Editor V2. Save this file locally.

Sales 105

Sales Metadata Enterprise Testing 105