Lessons from Large-Scale Machine Learning Deployments on Apache Spark.

This is companion wiki of the Machine Learning Engineering by Andriy Burkov. Machine Learning Engineering is the first book on practical aspects of building machine learning systems for production. (more…)

Deploying machine learning models in a repeatable, scalable manner requires an understanding that the algorithms and techniques that underpin models are rapidly evolving and are managed differently... (more…)

Peter Norvig keynotes on using machine learning techniques to solve more general software problems, helping both the advanced programmer and the novice one. (more…)

Striking acceptable training times for GPU accelerated machine learning on very large datasets has long-since been a challenge, in part because there are l... (more…)