The Relationship Between Machine Learning and Reproducibility

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I think the whole AI concern is very much related, like you said, because AI is pervading all aspects of our lives nowadays. We're not doing research just for the sake of it. You're using it to learn and how to apply it back in the clinic. This is what this whole translational aspect is. You do the research and it feeds back, it translates over back into clinical care.

In this episode, Jon is joined by Byron Ruth, Director of Developer Relations at Synadia, a software company focused on cloud-native messaging and data streaming platforms to enable the next generation of connected digital experiences. With over ten years of experience in engineering, he is focused on building systems and tools to facilitate developer interaction.

They explore the challenges and innovations in developer education, the definition of Informatics, and the challenge of teaching researchers who may need to gain expertise in informatics. They also discuss the shifts to the role of AI and machine learning in healthcare, the development of Nats, and the potential of using Nats by example as a tool for generating documentation and developer education resources.

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