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Marcel Krčah

From a model to production: Software-engineering best-practices

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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:

Video from the PyData Warsaw:

This blog is written by Marcel Krcah, an independent consultant for product-oriented software engineering. If you like what you read, sign up for my newsletter