An argument that it is time to re-think our approach to natural language understanding, since the ‘big data’ approach to NLU is implausible and flawed.. (more…)

It is no doubt that the sub-field of machine learning / artificial intelligence has increasingly gained more popularity in the past couple… (more…)

Introducing Yelp's Machine Learning Platform Jason Sleight, ML Platform Group Tech Lead Jul 1, 2020 Understanding data is a vital part of Yelp’s success. To connect our consumers with great... (more…)

The rate of failure in quantitative finance is high, and particularly so in financial machine learning. The few managers who succeed amass a large amount of ass... (more…)

Gradient descent: Step-by-step spreadsheets show you how machines learn without the code. Go under the hood with backprop, partial derivatives, and gradient descent. (more…)