Hello shinalsdk, thank you for your review. If you don't use it often, you will quickly forget the grammar. I'm glad that you found it easy to understand, even though there was a lot of content and practice. You can review our lectures at any time, so I hope you will use them well by looking at them together with the official Pandas documentation whenever you need them. Congratulations on completing the course!