Jupyter and the Evolution of ML Tooling with Brian Granger - #544

Published: Dec. 13, 2021, 5 p.m.

b"Today we conclude our AWS re:Invent coverage joined by Brian Granger, a senior principal technologist at Amazon Web Services, and a co-creator of Project Jupyter. In our conversion with Brian, we discuss the inception and early vision of Project Jupyter, including how the explosion of machine learning and deep learning shifted the landscape for the notebook, and how they balanced the needs of these new user bases vs their existing community of scientific computing users. We also explore AWS\\u2019s role with Jupyter and why they\\u2019ve decided to invest resources in the project, Brian's thoughts on the broader ML tooling space, and how they\\u2019ve applied (and the impact of) HCI principles to the building of these tools. Finally, we dig into the recent Sagemaker Canvas and Studio Lab releases and Brian\\u2019s perspective on the future of notebooks and the Jupyter community at large.\\nThe complete show notes for this episode can be found at twimlai.com/go/544"