Machine-learning as a Service in an Enterprise world
This talk will be an overview of different cases of various customer needs in Prediction API, there will be also discussed problems on delivering such software in an enterprise world, mutually exclusive model deployments problems, examples of customer SLAs, history of different solutions in DataRobot and other similar software.
Software Engineer in DataRobot, data science-based startup. Python and DevOps popularizer in Ukraine. AI-hype hater.