Machine learning in production with scikit-learn скачать в хорошем качестве

Machine learning in production with scikit-learn

Jeff Klukas http://pyohio.org/schedule/presentati... The Python data ecosystem provides amazing tools to quickly get up and running with machine learning models, but the path to stably serving them in production is not so clear. We'll discuss details of wrapping a minimal REST API around scikit-learn, training and persisting models in batch, and logging decisions, then compare to some other common approaches to productionizing models. PyOhio is a free (thanks sponsors!) annual conference for Python programmers in and around Ohio and the entire Midwest. http://pyohio.org/