KDnuggets is one of the most popular data science blogs, with articles that cover Business Analytics, Statistics, and Machine Learning.
Edwin Chen blogs on math, machine learning, human computation, and visualization.
A statistics blog by three biostatistics professors - Rafa Irizarry, Roger Peng, and Jeff Leek.
Data science, data analysis, and data engineering tutorials and articles.