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Tag: data warehouse


BI Categories, Data Mining

How to explain data meshes, fabrics, and clouds

May 15, 2023

Via: InfoWorld

Your CEO knows what a database is and probably thinks a data warehouse is a large data vault used for reporting and analytics. They know little about NoSQL data stores, why they need a Spark cluster, or how data lakes […]


Basic Querying, BI Categories

A Brief History of the Data Warehouse

May 3, 2023

Via: DATAVERSITY

A data warehouse stores data from in-house systems and various outside sources. Data warehouses are designed to support the decision-making process through data collection, consolidation, analytics, and research. They can be used in analyzing a specific subject area, such as […]


BI Categories, Data Mining

4 Common Data Integration Challenges

April 18, 2023

Via: DATAVERSITY

The ability to integrate data successfully into a single platform can be a challenge. Well-integrated data makes it easy for the appropriate staff to access and work with it. Poorly integrated data creates problems. Data integration can be described as […]


BI Categories, Data Mining

Structured vs. Unstructured Data: An Overview

April 11, 2023

Via: DATAVERSITY

Structured data and unstructured data are both forms of data, but the first uses a single standardized format for storage, and the second does not. Structured data must be appropriately formatted (or reformatted) to provide a standardized data format before […]


Basic Querying, BI Categories

A Brief History of Business Intelligence

April 6, 2023

Via: DATAVERSITY

In 1865, Richard Millar Devens presented the phrase “Business Intelligence” (BI) in the “Cyclopædia of Commercial and Business Anecdotes.” He used it to describe how Sir Henry Furnese, a banker, profited from information by gathering and acting on it before […]


Software & Systems

Snowflake’s Telecom Data Cloud bets on accelerating cloud efficiency

February 22, 2023

Via: InfoWorld

Snowflake on Wednesday said it was making another industry-specific product available in the form of managed Telecom Data Cloud, nearly a year after launching Retail Data Cloud and the Healthcare and Life Sciences Data Cloud offering. With Snowflake’s proprietary cloud […]


BI Categories, Data Mining

Are Data Warehouses Still Relevant?

January 25, 2023

Via: DATAVERSITY

Over the past few years, enterprise data architectures have evolved significantly to accommodate the changing data requirements of modern businesses. The emergence of advanced data storage technologies, such as cloud computing, data hubs, and data lakes, makes us question the […]


BI Categories, Data Mining

Metadata Management vs. Master Data Management

January 18, 2023

Via: DATAVERSITY

Businesses rely on knowing their data to survive and grow. Metadata management and master data management (MDM) provide essential processes for organizations to gain this knowledge and succeed. As a result, both need to be managed well. However, the differences […]


BI Categories, Data Mining

Is Your Database Built for Streaming Data?

December 12, 2022

Via: DATAVERSITY

When it comes to data sources, analytic apps developers are facing new and increasingly complex challenges, such as having to deal with higher demand from event data and streaming sources. Here in the early stages of this “stream revolution,” developers […]


BI Categories, Data Mining

Developing Agile Data Warehouse Architecture Using Automation

October 28, 2022

Via: DATAVERSITY

In the past, designing and developing a robust data warehouse that satisfied the need for timely and effective business intelligence (BI) was an overwhelmingly difficult task, as it required significant time, capital, and risk. However, the advent of agile data […]


BI Categories, Data Mining

4 Critical Elements of a Customer-Centric Data Strategy

September 16, 2022

Via: DATAVERSITY

From the humble data warehouse to the lake and swamp to potentially an ocean of data, take your pick where you want to drown yourself. The reality is the customer doesn’t care about the fancy lake or the Kafka pipelines; […]


BI Users, Data Analyst

Using Data Analytics to Understand Gross Margin Attribution

August 26, 2022

Via: DATAVERSITY

Companies across sectors and of all sizes face a common problem: understanding their profit margins and identifying the levers that are attributing to those margins. It’s as fundamental to business operations as you can get – if the margin isn’t […]


BI Categories, Data Mining

Advances in Data Warehouses

May 24, 2022

Via: DATAVERSITY

Data warehouses have advanced in the past few years, adding multiple enhancements and new capabilities. A data warehouse stores business data from a variety of applications and databases. It acts as a single repository, which an organization can access with […]


BI Categories, Data Mining

Databases vs. Hadoop vs. Cloud Storage

May 11, 2022

Via: DATAVERSITY

How can an organization thrive in the 2020s, a changing and confusing time with significant Data Management demands and platform options such as data warehouses, Hadoop, and the cloud? Trying to save money by bandaging and using the same old […]


BI Categories, Data Mining

The Future of Data Architecture

April 21, 2022

Via: DATAVERSITY

Anthony J. Algmin believes Data Architecture is moving from a time of chaos and tangles into something more clean and organized. Speaking at the DATAVERSITY Data Architecture Online Conference, Algmin looked at past predictions, current hot topics, and predictions for […]


BI Categories, Data Mining

How to Architect Data Quality on Snowflake

March 2, 2022

Via: DATAVERSITY

Without effective and comprehensive validation, a data warehouse becomes a data swamp. With the accelerating adoption of Snowflake as the cloud data warehouse of choice, the need for autonomously validating data has become critical. While existing Data Quality solutions provide […]


BI Categories, Data Mining

Data Modeling Trends in 2022

December 28, 2021

Via: DATAVERSITY

A data model should show the relationships that exist between various customers, concepts, products, among many. Data Modeling describes the creation of a visual representation (a chart or diagram) of a data system, or parts of that system. It is […]


BI Users, Data Analyst

The future of the operational data warehouse

December 16, 2021

Via: InfoWorld

In the last five years, we’ve seen the cloud data warehouse, exemplified by Snowflake and BigQuery, become the dominant tool for large and small businesses that need to combine and analyze data. The initial use cases are usually classic decision […]


BI Categories, Data Mining

Data Warehouse vs. Data Lake Technology: Different Approaches to Managing Data

November 11, 2021

Via: DATAVERSITY

Solving business problems using big data depends upon the approach taken. For example, if an organization only knows data warehouses, then challenges will be framed to fit using a data warehouse. As Abraham Maslow, a prominent psychologist eloquently said “I […]


BI Categories, Data Mining

Data Lakes for Non-Techies

October 11, 2021

Via: DATAVERSITY

IT has weaponized jargon since the very beginning of IT itself. Jargon was a key element to create vendor lock-in situations during the ’90s and early 2000s. Moreover, complex usability helped in developing a network of certified (aka expensive and […]