Milind Pandit, Machine Learning Solutions Manager, AI Products Group, Intel In this session, based on the Stanford CS224U course, Natural Language Understanding, we build a semantic parser from scratch, enabling a simple calculator application. We start with a rules-based parser, introduce machine learning to improve its capabilities, and begin exploration of deep learning approaches to parsing.