We've developed a new framework for reinforcement learning, a subset of machine learning. This video shows the framework applied to an autonomous RC car that... (more…)

Google has released speed and efficiency comparisons between their TPU chip designed for deep learning applications and Nvidia's K80 and Intel's Haswell chips. The TPU crushed the competition. (more…)

This is a guide to file formats for machine learning in Python. The Feature Store can training/test data in a file format of choice on a file system of choice. (more…)

Developers often say that if you want to get started with machine learning, you should first learn how the algorithms work. But my… (more…)

In machine learning, feature selection is process of choosing what subset of total features on which to train your model — we don’t have to use all feature at our disposal. The advantages of features selection typically are: (more…)