The machine learning space is arguably one of the most advanced industries in the world and yet, ironically, the way it operates is reminiscent of software development in the '90s.   Here are a few examples: an absurd amount of work happens on siloed desk... (more…)

A simple framework for founders & investors to reason about the three types of defensible ML companies. (more…)

Skill shortages are a drain on society. They hamper economic opportunities for individuals, slow growth for firms, and impede labor productivity in aggregate. Therefore, the ability to understand and predict skill shortages in advance is critical for poli... (more…)

The CIFAR-10 dataset (Canadian Institute for Advanced Research, 10 classes) is a subset of the Tiny Images dataset and consists of 60000 32x32 color images. The images are labelled with one of 10 mutua... (more…)

We’re excited to announce the availability of two new versions of the AWS Deep Learning AMI: a Conda-based AMI with separate Python environments for deep learning frameworks created using Conda—a popular open source package and environment management tool... (more…)