This badge is part of a workshop at Open Source in Pharma by Satish Murthy (J&J) and Devin Pastoor (RStudio) that helped students learn about designing, implementing, & scaling open-source architectures for scientific computing environments. Attendees also learned about the challenges that face administrators operating supporting environments as business needs evolve. Students reviewed approaches to better understand & serve programmers. A review of scaling environments and optimizing R code.

• Type Learning
• Level Intermediate
• Time Hours