In episode nineteen of season four we talk about causality in the real world, take a question about being surprised by the elephant in the room and talk with Kush Varshney of IBM.

In episode nineteen of season four we talk about causality in the real world, take a question about <a href="https://www.quantamagazine.org/machine-learning-confronts-the-elephant-in-the-room-20180920/" target="_blank">being surprised by the elephant in the room</a> and talk with <a href="https://researcher.watson.ibm.com/researcher/view.php?person=us-krvarshn" target="_blank">Kush Varshney</a> of IBM.

Talking Machines is your window into the world of machine learning. Your hosts, Katherine Gorman and Neil Lawrence, bring you clear conversations with experts in the field, insightful discussions of industry news, and useful answers to your questions.  Machine learning is changing the questions we can ask of the world around us, here we explore how to ask the best questions and what  to do with the answers.

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