A lot of machine learning startups initially feel a bit of “impostor syndrome” around competing with big companies, because (the argument goes), those companies have all the data; surely we can’t beat that! Yet there are many ways startups can, and do, su... (more…)

In Part I, I outlined an example of ML based product, as well as the differences between BI, DS & ML. In this post I will explain the steps a data scientist may take to building an ML based product…...

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

Welcome to the first edition of Memeified AI! Memeifieid AI summarizes important works in the AI field as memes and tweets, so that busy people can get a sense of what’s inside. This edition translates Andrew Ng’s wonderful, free, online book of “Machine ... (more…)

It all started after I read a paper by Gur Huberman from Columbia titled “Contagious Speculation and a Cure for Cancer: A Non-Event that… (more…)