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How to use FreeMonad to build data pipelines for AI
I will present how to use FreeMonad to build data pipelines for AI. Will try to focus not on what FreeMonad is, but how we may take advantage of it and build readable, efficient and robust data pipelines.
The approach I present will focus on building pipelines that are build around business rules, not around Spark data frames.
I'll share a handful of techniques that can help you avoid runtime errors and shift them to the realm of compile time
A short case study of a real production issue that was debugged, minimized, and fixed using property-based testing.
