operationalizing r with azure ml

Operationalizing Rwith Azure Machine Learning

AgendaIntro

Azure ML Studio

Using R ML Studio

Publish Web Service

Other Features

Getting Started

Why Azure ML ?Start in minutes

No hardware or installation

Only need a browser

Use existing R code

One-click publishing

Use what you need

“A breakthrough in Machine Learning would be worth TEN Microsoft’s.”

–Bill Gates

Demo: ML Studio

Demo: Execute R

Demo: R Model

Demo: Publish a Service

More …

OOTB Algorithms & APIs

Create an Custom Module

AzureML R Package

Programatic Retraining

Gallery & Marketplace

OOTB Algoritms

Microsoft APIs

Create Custom R Module

Retraining

Gallery

Marketplace

Getting Startedhttps://studio.azureml.net

Free vs. Standard

Pricing

Questions ? Contact Info:

mchenry19@gmail.com

@CAMCHENRY

http://cmchenry.com

http://www.linkedin.com/in/cmchenry

https://plus.google.com/+chrismchenry

Backups

Experiments

New Experiment

Web Services

Notebooks

Datasets

Trained Models

Settings

Execute R - Graphics

Execute R - Visualize

Execute R - Histogram

Execute R - Box Plot

Execute R - Data Cleaning

Execute R - Graphics

Execute R - Output

PCA in R

PCA - R Code

PCA Results

PCA Graphic

R Model

Split Module

R Training Model

R Scoring Model

R Model Python Eval

R Model Evaluate

R Model ROC Curve

R Model Create Scoring

R Model Scoring Exp

R Model Scoring Results

R Model Publish

R Model Service

R Model Req/Resp

R Model Sample Code

Invoking R Model

Testing a Web Service