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.
Let's go through some most common patterns when it comes to integrating Scala applications with Kafka
How to leverage Scala with scala.js to write frontend as functional programmers would do.
How to make Scala more approachable and productive?
Understanding the exact properties that disqualify a data type from being an instance of a given abstraction turns out to be surprisingly helpful
How Libretto, a Scala DSL for concurrent programming, can be used for writing custom stream operators
Learn about opaque types and add this new tool to your modelling toolbox!