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Career Guides

What is Data Engineering?

In the age of big data, companies collect and process vast quantities of data relating to their customers and internal processes. This...

What Is Data Science?

Data science is the application of statistical analysis to extract insights from data to optimise processes and inform business decisions...

What is Machine Learning Engineering?

Machine Learning Engineering is the engineering of software that run machine learning algorithms at scale. Many enterprises hav...

Industry System Reviews

The Data Engineering Stack Behind Uber's Ad Processing System

The miracle of modern advertising is that machine learning optimises which ads are shown to which person. For this to work...

How Pinterest Built an Experimentation Data Engineering Pipeline That Scales to 500 Million Users

Every day, Pinterest runs thousands of experiments to determine what features to implement to improve the experience...