Jackson Oliveira@cyber_jso

Common concerns in a ML Application

PredictionIO

A simple way to define It

The main idea

The Architecture

The engine

A set of components that together are gonna deal with data processing. It includes:

● Data source● Data preparation● The ML Algorithm● Data Retrieving (supports the Serving layer)

The engine

The engine

The Event Server

Client SDks

Many ways to get It installed

Final thoughts

● Get something running pretty quick● Enforces you to think on SOC (DASE)● Components can be replaced● Rich set of tools to operate the system● Different than Mahout or Weka

Jackson Oliveira@cyber_jso

Thank you!