Several new open source scientific computing environments have appeared in recent years, generated by demand from and investment in artificial intelligence and related fields. Economists can greatly enhance their modeling and data processing capabilities by exploiting these new computational tools. This workshop will provide a brief overview of core topics, including automatic differentiation, parallel computing, and just-in-time compilers. We will discuss how these tools can be applied to a range of economic applications.