CIO Business Intelligence

APRIL 29, 2022

Preparing for an artificial intelligence (AI)-fueled future, one where we can enjoy the clear benefits the technology brings while also the mitigating risks, requires more than one article. This first article emphasizes data as the ‘foundation-stone’ of AI-based initiatives. Addressing the Challenge.

Data Governance 145

Data Governance IT Data Lake Risk 145

AWS Big Data

SEPTEMBER 26, 2024

In this blog post, there are three personas: Data Lake Administrator (with admin level access) User Silver from the Data Engineering group User Lead Auditor from the Auditor group. You will see how different personas in an organization can access the data without the need to modify their existing enterprise entitlements.

Data Governance 115

Data Governance Enterprise Management Data Lake 115

AWS Big Data

APRIL 24, 2023

Building a data lake on Amazon Simple Storage Service (Amazon S3) provides numerous benefits for an organization. However, many use cases, like performing change data capture (CDC) from an upstream relational database to an Amazon S3-based data lake, require handling data at a record level.

Data Lake 98

Data Lake Data Governance Machine Learning Cost-Benefit 98

AWS Big Data

DECEMBER 4, 2024

Inspired by these global trends and driven by its own unique challenges, ANZ’s Institutional Division decided to pivot from viewing data as a byproduct of projects to treating it as a valuable product in its own right. Consumer feedback and demand drives creation and maintenance of the data product.

Metadata 105

Metadata Data Governance Data Quality Data-driven 105

CIO Business Intelligence

OCTOBER 2, 2024

Data management, when done poorly, results in both diminished returns and extra costs. Hallucinations, for example, which are caused by bad data, take a lot of extra time and money to fix — and they turn users off from the tools. Having automated and scalable data checks is key.”

Management 141

Management Data Governance Cost-Benefit Structured Data 141

AWS Big Data

DECEMBER 12, 2024

The ability to facilitate and automate access to data provides the following benefits: Satori improves the user experience by providing quick access to data. This increases the time-to-value of data and drives innovative decision-making. Adam has been in and around the data space throughout his 20+ year career.

Data Warehouse 98

Data Warehouse Cost-Benefit Data Lake Data Architecture 98

IBM Big Data Hub

JULY 5, 2023

Data Lakes have been around for well over a decade now, supporting the analytic operations of some of the largest world corporations. Such data volumes are not easy to move, migrate or modernize. The challenges of a monolithic data lake architecture Data lakes are, at a high level, single repositories of data at scale.

Data Lake 60

Data Lake Metadata Cost-Benefit Data Warehouse 60

AWS Big Data

JUNE 25, 2024

This post is co-authored by Vijay Gopalakrishnan, Director of Product, Salesforce Data Cloud. In today’s data-driven business landscape, organizations collect a wealth of data across various touch points and unify it in a central data warehouse or a data lake to deliver business insights.

Data Lake 122

Data Lake Cost-Benefit Data-driven Data Warehouse 122

CIO Business Intelligence

AUGUST 9, 2024

The original proof of concept was to have one data repository ingesting data from 11 sources, including flat files and data stored via APIs on premises and in the cloud, Pruitt says. There are a lot of variables that determine what should go into the data lake and what will probably stay on premise,” Pruitt says.

Data Transformation 126

Data Transformation Machine Learning Data Lake Dashboards 126

CIO Business Intelligence

JANUARY 20, 2023

Exercising tactful platform selection In many cases, only IT has access to data and data intelligence tools in organizations that don’t practice data democratization. So in order to make data accessible to all, new tools and technologies are required. Most organizations don’t end up with data lakes, says Orlandini.

Data Lake 135

Data Lake Data-driven Finance Data Architecture 135

Alation

FEBRUARY 20, 2020

For many enterprises, a hybrid cloud data lake is no longer a trend, but becoming reality. With a cloud deployment, enterprises can leverage a “pay as you go” model; reducing the burden of incurring capital costs. With an on-premise deployment, enterprises have full control over data security, data access, and data governance.

Data Lake 52

Data Lake ROI Metadata Cost-Benefit 52

AWS Big Data

JUNE 26, 2024

New feature: Custom AWS service blueprints Previously, Amazon DataZone provided default blueprints that created AWS resources required for data lake, data warehouse, and machine learning use cases. You can build projects and subscribe to both unstructured and structured data assets within the Amazon DataZone portal.

Data Lake 118

Data Lake Data Warehouse Unstructured Data Data Governance 118

Alation

JANUARY 27, 2022

People might not understand the data, the data they chose might not be ideal for their application, or there might be better, more current, or more accurate data available. An effective data governance program ensures data consistency and trustworthiness. It can also help prevent data misuse.

Data Governance 52

Data Governance Analytics Cost-Benefit Data-driven 52

Cloudera

DECEMBER 11, 2020

Without meeting GxP compliance, the Merck KGaA team could not run the enterprise data lake needed to store, curate, or process the data required to inform business decisions. Underpinning everything with security and governance. It established a data governance framework within its enterprise data lake.

Data Lake 98

Data Lake Cost-Benefit Unstructured Data Data Governance 98

CIO Business Intelligence

NOVEMBER 28, 2023

Still, to truly create lasting value with data, organizations must develop data management mastery. This means excelling in the under-the-radar disciplines of data architecture and data governance. The knock-on impact of this lack of analyst coverage is a paucity of data about monies being spent on data management.

Management 131

Management Data Architecture Data Lake Data Strategy 131

Cloudera

MAY 28, 2024

Data architecture is what defines the structures and systems within an organization responsible for collecting, storing, and accessing data, along with the policies and processes that dictate how data is governed. When we talk about modern data architecture, there are several unique benefits to this kind of approach.

Data Architecture 88

Data Architecture Data Lake Data Warehouse Cost-Benefit 88

AWS Big Data

DECEMBER 21, 2023

The data volume is in double-digit TBs with steady growth as business and data sources evolve. smava’s Data Platform team faced the challenge to deliver data to stakeholders with different SLAs, while maintaining the flexibility to scale up and down while staying cost-efficient.

Data Lake 115

Data Lake Data Warehouse Data-driven B2B 115

erwin

JULY 17, 2019

It gives them the ability to identify what challenges and opportunities exist, and provides a low-cost, low-risk environment to model new options and collaborate with key stakeholders to figure out what needs to change, what shouldn’t change, and what’s the most important changes are. With automation, data quality is systemically assured.

Digital Transformation 98

Digital Transformation Strategy Metadata Data-driven 98

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. Can you have proper data management without establishing a formal data governance program?

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

AWS Big Data

OCTOBER 23, 2024

Amazon Redshift enables data warehousing by seamlessly integrating with other data stores and services in the modern data organization through features such as Zero-ETL , data sharing , streaming ingestion , data lake integration , and Redshift ML. Who is Getir?

Data Warehouse 111

Data Warehouse Cost-Benefit Data Lake Data-driven 111

Cloudera

OCTOBER 11, 2021

And most importantly, it democratizes access to end-users, such as Data Engineering teams, Data Science teams, and even citizen data scientists, across the organization while ensuring compliance with data governance policies are met. Customers using Modak Nabu with CDP today have deployed Data Lakes and.

Data Lake 95

Data Lake Cost-Benefit Data-driven Dashboards 95

AWS Big Data

MAY 7, 2024

Data governance is a key enabler for teams adopting a data-driven culture and operational model to drive innovation with data. Amazon DataZone allows you to simply and securely govern end-to-end data assets stored in your Amazon Redshift data warehouses or data lakes cataloged with the AWS Glue data catalog.

Metadata 107

Metadata Data Lake Data Processing Data-driven 107

AWS Big Data

MARCH 27, 2023

Data lakes have come a long way, and there’s been tremendous innovation in this space. Today’s modern data lakes are cloud native, work with multiple data types, and make this data easily available to diverse stakeholders across the business. In the navigation pane, under Data catalog , choose Settings.

Data Lake 98

Data Lake Data-driven Management Data Architecture 98

CIO Business Intelligence

DECEMBER 21, 2022

Low user adoption rates Diana Stout, senior business analyst, Schellman Schellman It’s critical for organizations wanting to realize the benefits of BI tools to get buy-in from all stakeholders straight away as any initial reluctance can result in low adoption rates. What Gartner is writing about is the concept of a data fabric.”

IT 131

IT Business Intelligence Sales Key Performance Indicator 131

CIO Business Intelligence

AUGUST 14, 2024

The cost of OpenAI is the same whether you buy it directly or through Azure. New models roll out at the same time, and buying from Microsoft offers safety and governance advantages like every other Azure service, with access to Azure OpenAI services segmented by subscription and tenant, and each enterprise getting its own instance.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

AWS Big Data

OCTOBER 4, 2023

Then we explain the benefits of Amazon DataZone and walk you through key features. Collaboration – Analysts, data scientists, and data engineers often own different steps within the end-to-end analytics journey but do not have an simple way to collaborate on the same governed data, using the tools of their choice.

Metadata 119

Metadata Data Lake Publishing Data Governance 119

AWS Big Data

APRIL 28, 2023

The first post of this series describes the overall architecture and how Novo Nordisk built a decentralized data mesh architecture, including Amazon Athena as the data query engine. The third post will show how end-users can consume data from their tool of choice, without compromising data governance.

Data Governance 72

Data Governance Management Data-driven Analytics 72

Alation

APRIL 6, 2023

Data governance is traditionally applied to structured data assets that are most often found in databases and information systems. There are millions of advanced spreadsheet users, and they spend more than a quarter of their time repeating the same or similar steps every time a spreadsheet or data source is updated or refreshed.

Data Governance 52

Data Governance Metadata Cost-Benefit Structured Data 52

AWS Big Data

JULY 28, 2023

Today, tens of thousands of customers run business-critical workloads on Amazon Redshift to cost-effectively and quickly analyze their data using standard SQL and existing business intelligence (BI) tools. Amazon Redshift now makes it easier for you to run queries in AWS data lakes by automatically mounting the AWS Glue Data Catalog.

Data Lake 93

Data Lake Data Governance Data Warehouse Data-driven 93

Cloudera

SEPTEMBER 6, 2022

Previously, there were three types of data structures in telco: . Entity data sets — i.e. marketing data lakes . There are a few catalysts: The journey to the cloud: Telco companies are reassessing their IT infrastructure and seeking more cost-efficient operations by maximizing public cloud deployments.

Data Architecture 84

Data Architecture Cost-Benefit Digital Transformation Business Driver 84

Alation

FEBRUARY 1, 2022

A new research report by Ventana Research, Embracing Modern Data Governance , shows that modern data governance programs can drive a significantly higher ROI in a much shorter time span. Historically, data governance has been a manual and restrictive process, making it almost impossible for these programs to succeed.

Data Lake 52

Data Lake Data Governance ROI Cost-Benefit 52

AWS Big Data

MAY 1, 2024

In addition, the foundation role monitors the state of the metadata, data quality indicators, data permissions, information classification labels, and so on. It is crucial in data governance and data management. We use AWS Glue to preprocess, cleanse, and enrich data.

Dashboards 124

Dashboards Publishing Data-driven Cost-Benefit 124

IBM Big Data Hub

OCTOBER 12, 2023

The tasks behind efficient, responsible AI lifecycle management The continuous application of AI and the ability to benefit from its ongoing use require the persistent management of a dynamic and intricate AI lifecycle—and doing so efficiently and responsibly. But the implementation of AI is only one piece of the puzzle.

Cost-Benefit 76

Cost-Benefit Metadata Data Governance Modeling 76

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. A Client Example.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

AWS Big Data

MARCH 27, 2024

The solution uses AWS services such as AWS HealthLake , Amazon Redshift , Amazon Kinesis Data Streams , and AWS Lake Formation to build a 360 view of patients. This means you no longer have to create an external schema in Amazon Redshift to use the data lake tables cataloged in the Data Catalog.

Data Analytics 119

Data Analytics Analytics Data Warehouse Data Lake 119

AWS Big Data

MARCH 26, 2024

In this post, we discuss how you can use purpose-built AWS services to create an end-to-end data strategy for C360 to unify and govern customer data that address these challenges. The following diagram illustrates the different pipelines to ingest data from various source systems using AWS services.

Data Strategy 98

Data Strategy Strategy Data Warehouse Prescriptive Analytics 98

AWS Big Data

AUGUST 19, 2024

We also use Amazon S3 to store AWS Glue scripts, logs, and temporary data generated during the ETL process. This approach offers the following benefits: Enhanced security – By using PrivateLink and VPC endpoints, data transfer between Snowflake and Amazon S3 is secured within the AWS network, reducing exposure to potential security threats.

Analytics 119

Analytics Data-driven Data Integration Data Lake 119