Data Engineering Articles

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Rex Ahlstrom Rex Ahlstrom
Updated on August 01, 2023

Data Mesh vs. Data Fabric: Which Is Right for Your Organization?

As your company looks for a data management strategy, you may consider a data mesh or a data fabric architecture. Our expert explains the differences and how to decide which fits your needs.

Data Mesh vs. Data Fabric: Which Is Right for Your Organization?
Noah Topper Noah Topper
Updated on July 10, 2023

Sigmoid Activation Function: An Introduction

The sigmoid activation function is one of the earliest activation functions used in machine learning, but it still has many useful applications today. Our expert explains everything you need to know.

Sigmoid Activation Function: An Introduction
Aleksandras Šulženko Aleksandras Šulženko
Updated on June 14, 2023

How Governments Can Use Alternative Data for Policymaking

The increasing digitization of society means a wealth of public data exists beyond traditional sources. Our expert argues that governments can use this data to make faster, more flexible policy decisions.

How Governments Can Use Alternative Data for Policymaking
Bahar Salehi Bahar Salehi
Updated on February 22, 2023

UX and Data Science Teams Need to Work Together

Bring together your UX researchers and data scientists teams to make smarter product decisions. Here’s why.

UX and Data Science Teams Need to Work Together
Anthony Corbo Anthony Corbo
Updated on January 03, 2023

What Is Data Modeling?

Data modeling is the process of creating visual representations of information to draw connections between data points that illustrate relationships.

What Is Data Modeling?
Abdishakur Hassan Abdishakur Hassan
Updated on December 22, 2022

What Is Data Architecture?

Data architecture helps companies leverage their data as a strategic asset, translate the data into an effective model and build their data strategy.

What Is Data Architecture?
Bahar Salehi Bahar Salehi
Updated on December 21, 2022

What Is Data Management?

Through proper data management, companies can process raw data and transform it into high-quality, valuable information. Here’s how.

What Is Data Management?
Sara A. Metwalli Sara A. Metwalli
Updated on December 20, 2022

4 Data Science Portfolio Projects You Need to Create

Landing a data science job isn’t easy, but these portfolio projects can increase your chances.

4 Data Science Portfolio Projects You Need to Create
Stephen Gossett Stephen Gossett
Updated on November 01, 2022

Data Scientist vs. Data Engineer: What’s the Difference and How They Work Together

Here’s what to know about a data scientist vs. a data engineer — and how they work together.

Data Scientist vs. Data Engineer: What’s the Difference and How They Work Together
Cristiano Breuel Cristiano Breuel
Updated on October 11, 2022

MLOps: Machine Learning as an Engineering Discipline

As machine learning matures from research to applied business solution, we need to improve ML’s operation processes.

MLOps: Machine Learning as an Engineering Discipline