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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
Free vs. Standard
Pricing
Questions ? Contact Info:
@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
