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Introducing Microsoft Data Science Virtual Machine

Microsoft Data Science Virtual Machine (DSVM) is a custom virtual machine on Microsoft's Azure cloud build specifically for doing data science. It's a powerful data science development sandbox equipped with the most popular tools for data ...

Akshey Gupta
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Announcing availability of machine learning based Recommendation API for Dynamics ...

We now have the Recommendation API integrated with Dynamics AX 2012 with cumulative update 12. You don't need CU12 to have this working. If you have CU8 or higher and have the entity store hotfix, this will work. Download the hotfix here or...

Akshey Gupta
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Announcing availability of machine learning based Recommendation API inside Dynami...

We now have the recommendations API integrated and available from within Dynamics 365 for Operations. In the Nov. 1, 2016 update to Dynamics 365 for operations, now you can view the product recommendations inside cloud POS. This is the first...

Akshey Gupta
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Announcing free online Cortana Intelligence virtual workshop on Tuesday, 6 Dec 2016

Get hands-on with Cortana Intelligence Suite If you’d like to learn how to architect solutions in Cortana Intelligence Suite and how to build intelligence into your applications, join Microsoft Architects Jin Cho and Todd Kitta for a step-by-st...

Akshey Gupta
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A Pricing Engine for Everyone built with AzureML and Python

This post describes the Microsoft Pricing Engine (MPE), a cloud tool for pricing optimization. MPE is easy to integrate into the business process as it uses the business’ transactional history and does not require A/B testing infrastructure to be ...

Akshey Gupta
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"AutoML" Parameter Search for Hierarchical Demand Forecasting Optimization

In general, machine learning approaches expose many options that affect performance and accuracy. "AutoML" (Automated ML) concerns problems of optimizing over such options. Forecasting demand of products that form a hierarchy raises this...

Akshey Gupta
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Know your customer (KYC) - introduction to series

How do you make sense of sales data generated by transactions with 100,000 customers, 10000 products from 15 different sites through 10 different channels? It's easy, you say, because there are now so many tools available to do this and this i...

Akshey Gupta
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KYC series - customer lifecycle approach

There are many ways to analyze customer data. We present here the approach that may be taken with the tools that are available with Cortana Intelligence. Do some basic business analysis - get to know the customer, get to know the data, do...

Akshey Gupta