There are several outstanding training sessions and tutorials that cover PyTorch, TensorFlow, and other important topics at the O'Reilly Artificial Intelligence conference in San Jose, September 9-12, 2019. Early price ends August 2. In a recent survey--AI Adoption in the Enterprise, which drew more than 1,300 respondents--we found significant usage of several machine learning (ML) libraries and frameworks. About half indicated they used TensorFlow or scikit-learn, and a third reported they were using PyTorch or Keras. I recently attended an interesting RISELab presentation delivered by Caroline Lemieux describing recent work on AutoPandas and automation tools that rely on program synthesis.