Data Engineering Articles

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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.

Image: Shutterstock / Built In
Rahul Agarwal Rahul Agarwal
Updated on March 15, 2023

5 Essential Business-Oriented Critical Thinking Skills for Data Science

Data science requires a range of sophisticated technical skills. Don’t let that expertise get in the way of critical thinking, though, or you could end up doing more harm than good for your business partners.

Bushra Anjum Bushra Anjum
Updated on March 15, 2023

Should You Hire a Data Specialist or Data Generalist?

As you search for a data scientist, determine which will provide the most value to your company right now.

Farah Kim Farah Kim
Updated on March 15, 2023

Taking the Data Analyst Role Beyond ‘Data Janitorial Work’

Data analysts should work with data to derive insights for a business, but too often they spend most of their time on prepwork. Here’s how you can fix that problem.

Stephen Gossett Stephen Gossett
Updated on March 15, 2023

13 Tips for Quick, Accurate Data Wrangling

It’s all about auditing.

Joe Gaska Joe Gaska
Updated on March 15, 2023

DataOps Is Here to Stay. Here’s Why.

The methodology tames unruly pipelines in order to increase the value of your data — so you can adapt faster to business changes.

Zack Kertcher Zack Kertcher
Updated on March 15, 2023

Improve Your Insight by Mixing Qualitative Research With Data Science

Data scientists can’t rely only on assumptions, models, and numbers to understand the choices users make.

Sara A. Metwalli Sara A. Metwalli
Updated on March 15, 2023

3 Reasons Data Scientists Need Linear Algebra

As a data scientist, you may be able to get away without using linear algebra — but not for long. Here’s how linear algebra can improve your machine learning, computer vision and natural language processing.

Tammy Xu Tammy Xu
Updated on March 15, 2023

Data Requirements Make Healthtech an Interesting Puzzle for Developers

It can be frustrating, but it’s rewarding too.

Jye Sawtell-Rickson Jye Sawtell-Rickson
Updated on March 15, 2023

Delivering With Data: How Data Systems Add Value to Your Operations

Here’s a powerful example of how your company can put data to work.