We apply machine learning to data sets from shear laboratory experiments, with the goal of identifying hidden signals that precede earthquakes. Here we show that by listening to the acoustic signal emitted...Predicting the timing and magnitude of an earth... (more…)

You (and your company) probably don't need machine learning. Most companies just need good data management with good regression modeling.

In this post, we are going to look into regularization and also implement it from scratch in python.We are going to look into lasso,ridge,elastic net regression... (more…)

Simplifying the machine learning development lifecycle... (more…)

PredictionIO, one of the latest Apache Software Foundation projects elevated to top-level status, like many such projects, grew out of frustration. “Every time we needed to build something intelligent — doing a news recommendation or resume analysis, prod... (more…)