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Rajiv Shah, a data scientist at Data Robot, will be talking about the emerging new paradigm of automated machine learning.
“Automated AI: The Next Frontier in Analytics”
This talk will walk through the important building blocks of Automated AI. Organizations are looking towards automation for building machine learning models. Rajiv will highlight several issues to consider when using automated AI. They include the tradeoffs between automation and customizability, the “accuracy” of models, the role of open source, and the importance of interpretability for models. The talk will highlight how organizations are implementing automated AI and the implications for data scientists, domain experts, and their management. The talk will end with a short demonstration of Automated AI.