This monograph aims at providing an introduction to key concepts, algorithms, and theoretical frameworks in machine learning, including supervised and unsupervised learning, statistical learning theory, probabilistic graphical models and approximate inference.
Arxiv
The designer is tasked to loosely organize and arrange this movement. She is the one who works to ensure this motion is pointed in a direction that leads us toward a desirable future. Marshall McLuhan said that, “we look at the present through a rear-view mirror,” and we “march backwards into the future.” Invention becomes our lens to imagine what is possible, and design is the road we follow to reach it.