Some experience with computer programming will be assumed (e.g., Python, R). The goal of this course is to provide students with a training in foundations of machine learning with a focus on ...

Today’s data pose unprecedented challenges for machine learning, statistics and data analysis. It may be incomplete, noisy, or exposed to some unknown source of corruption. Moreover, recent phenomenon ...