As datasets grow larger and more complex, analysts with inadequately configured systems can experience unforeseen delays. This results in reduced productivity and can compromise time to insight; a challenge that is frustrating for data analysts and business leaders alike. Lenovo's dedicated portfolio of data science workstations are purpose built with the data scientist in mind; delivering best in class Intel Xeon CPU & Memory performance. In addition, these data science workstations include the new Lenovo Data Science operating system. This custom Linux OS, based on Ubuntu 20.04 LTS, is configurable as a factory option and features many of the industry's most common machine and deep learning frameworks, AI development tools and data analytics software applications.