Machine Learning with PredictionIO Training Course

Last updated

Course Code

predio

Duration

21 hours (usually 3 days including breaks)

Requirements

Programming knowledge of one of the following:

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

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.

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

 

Testimonials

★★★★★
★★★★★

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