Data Engineering Articles

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Bahar Salehi Bahar Salehi
Updated on April 08, 2024

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.

Daniel Zagales Daniel Zagales
Updated on December 20, 2023

5 Steps for Painless Data Migration

Ready to migrate your data to a more cost efficient platform? Here’s how to do it without inciting total chaos.

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Anthony Corbo Anthony Corbo
Updated on November 07, 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.

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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.

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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.

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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.

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Stephen Gossett Stephen Gossett
Updated on May 15, 2023

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.

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Cristiano Breuel Cristiano Breuel
Updated on May 15, 2023

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.

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Abdishakur Hassan Abdishakur Hassan
Updated on May 15, 2023

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.

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Kerry Halladay Kerry Halladay
Updated on March 15, 2023

The Many Paths to a Data Science Career

From zoology and physics to designing algorithms.