What is machine learning and how can it be connected to prior scientific knowledge (SciML)?

Machine learning is the process of learning functions. In this talk we introduce what neural networks are at a high level and use that as an introduction to scientific machine learning (SciML), the discipline that is improving machine learning by incorporating prior scientific knowledge into the neural architectures.