In this episode, I speak with Mike Del Balso, Product Manager for Machine Learning Platforms at Uber.
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Mike and I sat down last fall at the Georgian Partners Portfolio conference to discuss his presentation “Finding success with machine learning in your company.” In our discussion, Mike shares some great advice for organizations looking to get value out of machine learning. He also details some of the pitfalls companies run into, such as not have proper infrastructure in place for maintenance and monitoring, not managing their expectations, and not putting the right tools in place for data science and development teams. On this last point, we touch on the Michelangelo platform, which Uber uses internally to build, deploy and maintain ML systems at scale, and the open source distributed TensorFlow system they’ve created, Horovod. This was a very insightful interview, so get your notepad ready!
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Mentioned in the Interview
- Horovod Github
- Random Forest
- Vote on the #MyAI Contest Entries Now!!
- Register for the Artificial Intelligence Conference here!
- Check out @ShirinGlander’s Great TWiML Sketches!
- TWiML Presents: Series page
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“More On That Later” by Lee Rosevere licensed under CC By 4.0