In our last episode, we talked about the importance of data preparation for reproducibility in machine learning. Our conversation this week follows a similar path with Alex Ratner, co-founder and CEO of the data labeling company Snorkel AI and Assistant Professor at the University of Washington. We talked with Alex about Snorkel’s programmatic data labeling approach, the evolution of bottlenecks in machine learning, and our common goal of helping folks develop AI applications faster.