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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.
We all have pretty little things laying around in our codebases, yet, we seldom give them the same love
Understanding the exact properties that disqualify a data type from being an instance of a given abstraction turns out to be surprisingly helpful
How Scala 3 addresses concerns around implicits and how implicits work in Scala 3.
How to leverage Scala with scala.js to write frontend as functional programmers would do.
How to implement fast and cost-effective backend for a multiplayer game using Scala, Akka and GraalVM
We will look into three less-understood, yet (arguably) extremely useful constructs introduced in Cats Effect 3: Dispatcher, Supervisor, IOLocal
