Have you ever needed to come back to your Pandas code and been at a complete loss? Have you needed to rewrite confusing Pandas code and made sure that it still "worked"? Have you been asked to ensure that your Pandas code works? Do you need to deploy your Pandas code? If you answered "yes", this course is for you. We take real-world code and refactor, test, and benchmark it.