They say great data is 95% of the problem in machine learning. We saw first hand at Udacity that this is the case, with the amazing reception from the machine learning community when we open sourced…

My notes and experiences from Dockercon EU in Copenhagen from K8s to serverless. Docker Inc announced it would Build, Ship, Run on both Kubernetes and Swarm... (more…)

By Michael Li and Paul Paczuski, The Data Incubator. (more…)

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…)

This is the first of a series of posts on the task of applying machine learning for intraday stock price/return prediction. Price prediction is extremely crucial to most trading firms. People have been using various prediction techniques for many years. W... (more…)