Data Engineering Articles
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.
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.
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.
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.
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.
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.