The second and expanded edition of a comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. This textbook offers a comprehensive and self-contained introduction to the field of m... (more…)

Learn how Culture Amp uses MLOps and Buildkite to train ML models reproducibly in the cloud. Hear how they coordinate the training process, including fetching the correct data, running code with the appropriate parameters, serializing the model artifact a... (more…)

Sadly, you do not currently appear to have permission to access https://arxiv.org/abs/2011.03395... (more…)

When I read Machine Learning papers, I ask myself whether the contributions of the paper fall under improvements to 1) Expressivity 2) Train... (more…)

ML has been embraced by the biggest companies in the world, IBM, Google, Facebook , Amazon, Microsoft, Apple to mention some examples. We see wonderful results and applications of ML everyday on the news, billions of dollars on investments, thousands of s... (more…)