The business world is full of streams of items that need to be filtered or evaluated: parts on an assembly line, resumés in an application pile, emails in a delivery queue, transactions awaiting processing. Machine learning techniques are increasingly bei... (more…)

“Winning a Kaggle competition does not prepare you for real-world data science!” I’ve heard that a lot. When I was still a... (more…)

By Chris Estreich, Co-founder & CTO at Tophatter. This was originally published internally to our engineering team, but we decided to open… (more…)

The authors, a Machine Learning practitioner and a professional Statistician who've long worked together, unpack the role of each field within data science. (more…)

There are many facets to Machine Learning. As I started brushing up on the subject, I came across various “cheat sheets” that compactly… (more…)