# Top Stories, Apr 12-18: The Most In-Demand Skills for Data Scientists in 2021

Also: Top 3 Statistical Paradoxes in Data Science; A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 2; ETL in the Cloud: Transforming Big Data Analytics with Data Warehouse Automation; Essential Math for Data Science: Linear Transformation with Matrices