Machine Learning with PredictionIO Training Course

Overview

PredictionIO is an open source Machine Learning Server built on top of state-of-the-art open source stack.

Audience

This course is directed at developers and data scientists who want to create predictive engines for any machine learning task.

Requirements

Programming knowledge of one of the following:

  • Java
  • Ruby
  • PHP
  • Python
  • Swift
  • Node JS
  • C#/.Net
  • Lavarel Wrapper

Course Outline

Getting Started

  • Quick Intro
  • Installation Guide
  • Downloading Template
  • Deploying an Engine
  • Customizing an Engine
  • App Integration Overview

Developing PredictionIO

  • System Architecture
  • Event Server Overview
  • Collecting Data
  • Learning DASE
  • Implementing DASE
  • Evaluation Overview
  • Intellij IDEA Guide
  • Scala API

Machine Learning Education and Usage​ Examples

  • Comics Recommendation
  • Text Classification
  • Community Contributed Demo
  • Dimensionality Reducation and usage

PredictionIO SDKs (Select One)

  • Java
  • PHP
  • Python
  • Ruby
  • Community Contributed

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