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Tag: data warehouse


BI Categories, Data Mining

Data Lakehouse Architecture 101

March 27, 2024

Via: DATAVERSITY

A data lakehouse, in the simplest terms, combines the best functionalities of a data lake and a data warehouse. It offers a unified platform for seamlessly integrating both structured and unstructured data, providing businesses agility, scalability, and flexibility in their […]


BI Users, Data Analyst

How to Become a Data Engineer

March 6, 2024

Via: DATAVERSITY

The work of data engineers is extremely technical. They are responsible for designing and maintaining the architecture of data systems, which incorporates concepts ranging from analytic infrastructures to data warehouses. A data engineer needs to have a solid understanding of […]


BI Categories, Data Mining

Data Catalog, Semantic Layer, Data Warehouse: The Three Key Pillars of Enterprise Analytics

December 18, 2023

Via: DATAVERSITY

Analytics at the core is using data to derive insights for measuring and improving business performance [1]. To enable effective management, governance, and utilization of data and analytics, an increasing number of enterprises today are looking at deploying the data […]


BI Categories, Data Mining

Elements of a Modern Data Warehouse

November 7, 2023

Via: DATAVERSITY

Businesses are generating vast amounts of information every second. Traditional data warehouses, which were once considered the gold standard for handling and analyzing large datasets, are struggling to keep up with the rapid pace of data growth and evolving analytics […]


BI Categories, Data Mining

The Data Warehouse Development Lifecycle Explained

November 2, 2023

Via: DATAVERSITY

The desire to leverage data as a strategic asset has led to the development of sophisticated systems and methodologies that go beyond basic data storage and retrieval. Among these advancements is modern data warehousing, a comprehensive approach that provides access […]


BI Categories, Data Mining

Data Provisioning: Ingest, Curate, and Publish

August 21, 2023

Via: DATAVERSITY

A collection of facts from which inferences can be made is called data. It is the basis on which factual information is derived, providing relevant results to the end users. Data is the cornerstone of contemporary society and is crucial […]


BI Categories, Data Mining

The Fundamentals of Data Integration

July 19, 2023

Via: DATAVERSITY

Data integration uses both technical and business processes to merge data from different sources, helping people access useful and valuable information efficiently. A well-thought-out data integration solution can deliver trusted data from a variety of sources. Data integration is gaining […]


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 […]