Keynotes from Session
Machine Learning Platform - Collection of systems to sustainable increase the business impact of ML at scale
Build or Buy
1. Degree of Integration with the product. Delegation of components
2. Support for Production Systems (cannot outsource business logic to outside platforms)
3. Blurry line between experimentation & production
4. Leverage Open source in an open manner
5. Commercial platforms are not super valuable - Can often train most models in single multi-core machine
6. Blurry line between ML & Product Development (Inhouse tools for monitoring/training / deploying etc..)
7. ML is Quora's core competency
Machine Learning Models Deployed
Machine Learning Use Cases
Happy Analytics!!!
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