This quickstart will teach us the basics on how to get up and running with MachineLabs. We’ll be creating our first lab and use Keras with TensorFlow and the MNIST dataset, to train a simple model to learn how to recognize hand-written digits. (more…)

Sculley, David, et al. "Machine learning: The high interest credit card of technical debt." (2014). Link to paper: https://research.google/pubs/pub43146/ htt... (more…)

Data products have always been an instrumental part of Airbnb’s service. However, we have long recognized that it’s costly to make data products. For example, personalized search ranking enables… (more…)

Chip designers are hearing AI's footsteps as it encroaches on their design work. Solido Design Automation, which has been applying its home-grown machine-learning algorithms to its software, is making its crown jewel available to customers via Machine Lea... (more…)

What the IoT will look like in the next five years, and what problems need to be solved to get there. (more…)