InfoQ Homepage Machine Learning Content on InfoQ
-
From The Lab To The Factory: Building A Production Machine Learning Infrastructure
Josh Wills discusses using Hadoop technologies to build real-time data analysis models with a focus on strategies for data integration, large-scale machine learning, and experimentation.
/presentations/machine-learning-infrastructure/en/mediumimage/Joshbig.jpg)
-
Machine Learning & Recommender Systems at Netflix Scale
Xavier Amatriain discusses the machine learning algorithms and architecture behind Netflix' recommender systems, offline experiments and online A/B testing.
/presentations/machine-learning-netflix/en/mediumimage/Xavierbig.jpg)
-
Reverend Bayes, Meet Countess Lovelace: Machine Learning and Programming
Andy Gordon discusses machine learning using functional programming, explaining how Infer.NET Fun turns the succinct syntax of F# into an executable modeling language for Bayesian machine learning.
/presentations/Machine-Learning-Functional/en/smallimage/Andy.JPG)
-
Machine Learning: A Love Story
Hilary Mason presents the history of machine learning covering the most significant developments in the area, and showing how bit.ly uses it to discover various statistical information about users.
/presentations/machine-learning-story/en/smallimage/mason.JPG)