Microsoft Research Summit workshops offer a chance to learn from researchers & interact with the broader community. There are workshops in all 3 broadcast regions, & topics range from AI at scale to digital agriculture. Register in the session scheduler: aka.ms/AAe3r1u Some of the offerings in the North America region include “Real-world applied AI & reinforcement learning in industry and research.”

Causal reasoning can help machine learning overcome challenges of robustness, generalizability, bias and explainability. Learn how causal ML is driving changes in information, data and computer science at Microsoft Research Summit. Join the live chat now: aka.ms/AAe3fn3

Causal reasoning can help machine learning overcome challenges of robustness, generalizability, bias and explainability. Learn how causal ML is driving changes in information, data and computer science at Microsoft Research Summit: aka.ms/AAdwqyr The promises and challenges of causal machine learning