CIO Business Intelligence

AUGUST 9, 2022

Data engineers are often responsible for building algorithms for accessing raw data, but to do this, they need to understand a company’s or client’s objectives, as aligning data strategies with business goals is important, especially when large and complex datasets and databases are involved.

Analytics 131

Analytics Data Science Statistics Data mining 131

AWS Big Data

JUNE 10, 2024

A modern data strategy redefines and enables sharing data across the enterprise and allows for both reading and writing of a singular instance of the data using an open table format. This approach was deemed efficient and effectively mitigated Amazon S3 throttling problems.

Data Lake 126

Data Lake Metadata Snapshot Analytics 126

AWS Big Data

AUGUST 1, 2024

Success criteria alignment by all stakeholders (producers, consumers, operators, auditors) is key for successful transition to a new Amazon Redshift modern data architecture. The success criteria are the key performance indicators (KPIs) for each component of the data workflow.

Data Warehouse 114

Data Warehouse KPI Optimization Cost-Benefit 114

IBM Big Data Hub

SEPTEMBER 19, 2023

How effectively and efficiently an organization can conduct data analytics is determined by its data strategy and data architecture , which allows an organization, its users and its applications to access different types of data regardless of where that data resides.

Data Science 76

Data Science Data Analytics Prescriptive Analytics Analytics 76

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. We begin with a Data lake reference architecture followed by an overview of operational data processing framework. This concludes the demo.

Data Lake 110

Data Lake Data Processing Metadata Snapshot 110

AWS Big Data

APRIL 3, 2024

In our example, we have configured a ruleset against a table containing patient data within a healthcare synthetic dataset generated using Synthea. Synthea is a synthetic patient generator that creates realistic patient data and associated medical records that can be used for testing healthcare software applications.

Data Quality 118

Data Quality Visualization Metadata Metrics 118

AWS Big Data

DECEMBER 19, 2024

This separation means changes can be tested thoroughly before being deployed to live operations. Amazon DataZone is the central piece in this architecture. It helps HEMA centralize all data assets across disparate data stacks into a single catalog. Oghosa Omorisiagbon is a Senior Data Engineer at HEMA.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

AWS Big Data

FEBRUARY 26, 2025

Amazon SageMaker Lakehouse provides an open data architecture that reduces data silos and unifies data across Amazon Simple Storage Service (Amazon S3) data lakes, Redshift data warehouses, and third-party and federated data sources. connection testing, metadata retrieval, and data preview.

Analytics 62

Analytics Data Lake Metadata Data Warehouse 62

AWS Big Data

JULY 16, 2024

Historic data analysis – Data stored in Amazon S3 can be queried to satisfy one-time audit or analysis tasks. Eventually, this data could be used to train ML models to support better anomaly detection. Zurich has done testing with Amazon SageMaker and has plans to add this capability in the near future.

Insurance 129

Insurance Management Cost-Benefit Optimization 129

DataRobot Blog

OCTOBER 3, 2017

Santhosh noted that while information is architected into a central data lake, it is Paxata self-service data preparation (SSDP) that created broad use cases across trade finance, payments, collections, financial crimes, human resources, and customer profitability.

Data Lake 52

Data Lake Advertising Data Architecture Insurance 52

Anmut

APRIL 6, 2023

You can think of a data maturity assessment as a health check-up for your organisation’s data practices, just like how a doctor evaluates your physical health by checking your vitals and running tests, a data maturity assessment evaluates your organisation’s data management.

Cost-Benefit 52

Cost-Benefit Data Quality Data Governance Measurement 52

Peter James Thomas

OCTOBER 30, 2018

Prelude… I recently came across an article in Marketing Week with the clickbait-worthy headline of Why the rise of the chief data officer will be short-lived (their choice of capitalisation). This may purely be focused on cultural aspects of how an organisation records, shares and otherwise uses data.

Marketing 51

Marketing Strategy Data Architecture Data Strategy 51

AWS Big Data

FEBRUARY 9, 2023

Developers need to understand the application APIs, write implementation and test code, and maintain the code for future API changes. Test the solution Log in to your Salesforce account, and edit any record in the Account object. He is on a mission to help organization become data-driven.

Data Warehouse 104

Data Warehouse Data-driven Snapshot Testing 104

BizAcuity

MAY 24, 2022

IaaS provides a platform for compute, data storage and networking capabilities. IaaS is mainly used for developing softwares (testing and development, batch processing), hosting web applications and data analysis. To try and test the platforms in accordance with data strategy and governance. No pun intended.

Data-driven 52

Data-driven Cost-Benefit Digital Transformation Strategy 52

erwin

SEPTEMBER 16, 2024

The gold standard in data modeling solutions for more than 30 years continues to evolve with its latest release, highlighted by: PostgreSQL 16.x Migration and modernization : It enables seamless transitions between legacy systems and modern platforms, ensuring your data architecture evolves without disruption.

Modeling 52

Modeling Visualization Data Governance Data Architecture 52

TDAN

MAY 31, 2022

Interactions between hardware and software are cautiously investigated, operating systems and network connections are carefully tested, […]. It is common to take great care in the selection and implementation of new technology.

Testing 52

Testing Interactive Strategy Software 52

TDAN

FEBRUARY 2, 2021

A new approach to wicked problems is taking root: data-sharing partnerships that accelerate the innovation of solutions for shared problems. In this article, we will explore how organizations can […].

Enterprise 52

Enterprise Data-driven Testing Data Architecture 52

Peter James Thomas

APRIL 3, 2020

I have been very much focussing on the start of a data journey in a series of recent articles about Data Strategy [3]. Jane thought about how clear discussions about unambiguous figures had helped to implement the defensive strategy, calibrate it for local markets and allowed her and her team to track progress.

Dashboards 61

Dashboards Reporting Sales Data Lake 61

AWS Big Data

APRIL 29, 2025

While enabling organization-wide efficiency, the team also applied these principles to the data architecture, making sure that CLEA itself operates frugally. After evaluating various tools, we built a serverless data transformation pipeline using Amazon Athena and dbt. However, our initial data architecture led to challenges.

Data Transformation 55

Data Transformation Cost-Benefit Testing Data Lake 55

CIO Business Intelligence

APRIL 15, 2025

Today, world trading, tariffs, national security concerns and shifting alliances among global cloud providers create a fragmented cloud ecosystem where businesses must carefully balance data locality, regulatory compliance and strategic partnerships. The lesson? Adaptability is key.

Strategy 109

Strategy Data-driven Manufacturing Risk 109