Using machine learning to differentiate your product is like driving a fancy sports car to stand out when picking someone up for a date. (more…)

This paper surveys the machine learning literature and presents in an optimization framework several commonly used machine learning approaches. Particularly, mathematical optimization models are presented for regression, classification, clustering, deep l... (more…)

This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction. It includes formulation of learning problems and concepts of representation, over-fitting, and generalization. These con... (more…)

mlhelper - Algorithms and utils for Machine Learning in JavaScript. (more…)

smallplanet_Pinball - An experiment in using machine vision, deep learning, and CoreML to allow an iPhone to play a real pinball machine. (more…)