Jackson Oliveira @cyber_jso
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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!
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