Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. (more…)

By Chris Estreich, Co-founder & CTO at Tophatter. This was originally published internally to our engineering team, but we decided to open… (more…)

The field of machine learning is becoming easier and easier to enter thanks to readily available tools, a wide range of open source datasets, and a community open to sharing ideas and giving advice. Almost everything you need to get started is online; it'... (more…)

This guide intends to be a collection of resources on Machine Learning and Deep Learning, organized in a sequencial manner for any Software Engineer. (more…)

This monograph aims at providing an introduction to key concepts, algorithms, and theoretical results in machine learning. The treatment concentrates on probabilistic models for supervised and unsupervised learning problems. It introduces fundamental conc... (more…)