Clean, analyze, visualize, and explore survey data. In this course you will leverage Pandas, Jupyter, Matplotlib, and scikit-learn to understand the results of survey data.

Curious about your tweet activity? Want to understand what is happening with your 280 characters as you post them in the ether? This course takes you through gathering you twitter data to running correlations, visualizing it, analyzing trends, and running machine learning on it. Join us to get insight into your tweets, pandas, and Python!

This is a digital book! Best practices for manipulating data with Pandas. This book will arm you with years of knowledge and experience that are condensed into an easy to follow format. Rather than taking months reading blogs and websites and searching mailing lists and groups, this book will teach you how to write good Pandas code.

This is a digital book! Best practices for manipulating data with Pandas. This book will arm you with years of knowledge and experience that are condensed into an easy to follow format. Rather than taking months reading blogs and websites and searching mailing lists and groups, this book will teach you how to write good Pandas code.

Learn modern Pandas.

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.

What's new in Pandas 2? If you are looking to migrate to Pandas 2 (and you should), this course is a no nonsense overview of the changes you need to be aware of. This is not an introductory course on Pandas. It assumes you have read Effective Pandas or have related knowledge.