Jupiter lab four is here! We're excited to introduce the desktop version of the application, which is a new and innovative way to use Jupiter lab. Not only can you explore the new UI and features, but you can also easily download it onto your desktop. This talk is sponsored by Fylom, your trusted Python developer security partner, because developers and data scientists are high-value targets and need proper protection.