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b'The show you\\u2019re about to hear is part of a series of shows recorded in San Francisco at the Artificial Intelligence Conference. This time around, I speak with Mo Patel, practice director of AI & deep learning and Laura Fr\\xf8lich, data scientist, of Think Big Analytics. Mo and Laura joined me at the AI conference after their session on \\u201cTraining vision models with public transportation datasets.\\u201d We talked over a bunch of use cases they\\u2019ve worked on involving image analysis and deep learning, including an assisted driving system. We also talk through a bunch of practical challenges faced when working on real machine learning problems, like feature detection, data augmentation, and training data. The notes for this show can be found at twimlai.com/talk/54'