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.

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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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Tatum Hunter Tatum Hunter
Updated on March 15, 2023

How Incorporating Data Science Into Engineering Workflows Helps Product Development

Product development is linear. Data science is not. Here’s how to use that to your team’s advantage.

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.

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.

Dawn Kawamoto Dawn Kawamoto
Updated on March 15, 2023

Data Analyst vs. Data Scientist: Similarities and Differences Explained

A data analyst reviews company data to assess its current situation while a data scientist uses coding and advanced modeling techniques to answer current and future company questions.

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Alan Simon Alan Simon
Updated on March 15, 2023

What Is Data Modeling? Common Tools, Techniques and Model Types.

Data modeling is the process of mapping out how major pieces of data will relate to one another before creating an analytical model. Here’s what you need to know.

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Bahar Salehi Bahar Salehi
Updated on March 15, 2023

What Is Data Management?

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

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