Edge Computing and Edge Machine Learning
Introduction Data scientists often face three possibilities when deploying our products into production: through the cloud, edge computing, or the more recent variant, Edge Machine Learning. To introduce these concepts and provide context for this post, I will start by discussing the foundation—AI Computing. AI Computing and the Rigor of Mathematics A promise of computing is to make machines learn, and this is the job of the data scientist. When applying a model to data, Alan Turing’s insight from 1947 remains highly relevant. He simply stated that “machines learn from experience” (train set), a concept now popularized as data-driven methods. ...