Tuesday, 12 July 2016

Difference between Azure Machine Learning Free & Paid versions

Microsoft Azure Machine Learning environment “democratizes” the mysterious art of data science. It exposes this art to the masses by means of an easy-to-use visual interface that requires literally no programming and only a browser to use - and it is free!

This table lists the features that the paid version has -

Free Standard
Azure Subscription Not Required Required
Max Number of Modules per Experiment 100 Unlimited
Max Experiment Duration 1 hour per experiment Up to 7 days per experiment with a maximum of 24 hours per module
Max Storage Space 10 GB Unlimited - BYO
Read Data from On-Premises SQL Preview No Yes
Execution / Performance Single node Multiple nodes
Production Web API No Yes
SLA No Yes,  99.95% availability of API transactions for Request Response Service (RRS), 99.9% availability of API transactions for Batch Execution Service (BES) and management APIs
Storage Does not require or allow separate storage Requires users to have an Azure storage account. Azure storage is billed separately.
Production ready? No, only non-production workloads are supported. You can only operationalize machine learning models to staging API services. Intended for development and personal use only Production version of Azure Machine Learning

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