How started Data Mining and KDD with Scala?

I need documentation with example. I want start learn about Knowledge discovery in databases (KDD) and how used scala for them.

How used scala fot data minning

  1. clustering,
  2. regresion,
  3. summarization,
  4. characterization,
  5. contarasting classes,
  6. association discovery

Probably I want used a AWS + Zeppelin notebook to write code in scala.

You might want to have look at the Smile project which covers many of the algorithms on your list and uses Scala examples throughout its documentation.