Discussing applications of ML in theory is much different than actually applying ML models at scale in production. Here's the four biggest challenges ML and data teams face and how to solve them. (more…)

In a recent post, we explored an introduction into Machine Learning purely from a theoretical perspective. Let’s take a different approach, a more practical approach. This will be for those who are k... (more…)

First of all, a short disclaimer: I’m not an expert in machine learning at all. In fact I’m in a rather early stage of the learning process, have basic knowledge and this project is kind of my first… (more…)

Posted by Nikhil Thorat and Daniel Smilkov, Software Engineers, Google Big Picture Team Machine learning (ML) has become an increasingly p... (more…)

Which one works best for unbalanced data? Any tradeoffs? (more…)