Applied AI Podcast: The Future of MLOps and AI at Scale
Seth Clark discusses MLOps, building scaled AI applications, and bringing AI power to the edge.
Seth Clark discusses MLOps, building scaled AI applications, and bringing AI power to the edge.
Modzy Co-founder and Head of Product, Seth Clark, was recently a guest on the Applied AI podcast to discuss MLOps, building scaled AI applications, and bringing AI power to the edge.
"...So when you're developing DevOps solutions, there's a certain amount of consistency that you get, because code will just keep running, it'll keep doing its job, whereas machine learning models don't have that same luxury because the world changes around us. So when you take a machine learning model that you've trained on historical data, and you expect it to do something, especially data that has something to do with how humans interact with one another. It turns out people are strange and unpredictable and we change and the patterns that we've created in the world change as time goes on. So typically, those machine learning models get worse."
Listen to the full podcast or read the transcript here.