In this article, we will take a look at each one of the machine learning tools offered by AWS and understand the type of problems they try… (more…)

Confidence intervals are no silver bullet, but at the very least, they can offer an additional glimpse into the uncertainty of the reported accuracy and perf... (more…)

Welcome to my first Machine Learning project! This post will be focused on solving the real problem. We will try to predict location and daily quantity of 911 calls in US Montgomery County (PA). Su… (more…)

NVIDIA Volta GPUs are now publicly available and easy to use on Amazon Web Services. NVIDIA announced the NVIDIA GPU Cloud ML software repository, and Amazon announced a new 8 GPU P3 instance to host Machine Learning, delivering nearly a trillion Ops/Seco... (more…)

Since launching their organization early last year, the MLPerf group has been slowly and steadily building up the scope and the scale of their machine learning benchmarks. Intending to do for ML performance what SPEC has done for CPU and general system pe... (more…)