From a model to production: Software-engineering best-practices
At PyData Warsaw 2017 and Prague Hadoop Meetup 2017 I talked about best-practices for putting a prototype of a machine-learning model or a data application into production. I tried my best to cover principles agnostic to a language or a technology. I see now I put perhaps too much detail in the slides & I was also more opinionated back then.
Slide deck: http://talks.marcel.is/hugcz2017-sebp
Video from the PyData Warsaw: