Thursday, August 31, 2017
Customers who monitor real-time data can now easily detect events or observations that do not conform to an expected pattern thanks to machine learning-based anomaly detection in Azure Stream Analytics, announced for private preview today.
Thursday, July 27, 2017
We used reinforcement learning and CNTK to train a neural network to guess hidden words in a game of Hangman. Our trained model has no reliance on a reference dictionary: it takes as input a variable-length, partially-obscured word (consisting of blank spaces and any correctly-guessed letters) and a binary vector indicating which letters have already been guessed. In the git repository associated with this post, we provide sample code for training the neural network and deploying it in an Azure Web App for gameplay.
Monday, July 24, 2017
Serverless is all the rage, now you can get in on the action using R! Azure Function supports a variety of languages (C#, F#, js, batch, PowerShell, Python, php and the list is growing). However R is not natively supported. In the following blog we describe how you can run R scripts on Azure Function using the R site extension.
Wednesday, June 21, 2017
This notebook serves as a tutorial for beginners looking to apply deep learning in predictive maintenance domain.
Tuesday, June 20, 2017
This blog will demonstrate end-to-end data science workflow for predictive maintenance using PySpark.
Monday, June 5, 2017
Spikes or steps in the telemetry of your app can now be easily diagnosed. When you use Application Insights Analytics to explore app metrics over time, sudden changes, such as spikes or dips, are highlighted. With one click, Smart Diagnostics will find a pattern (a series of data with common values) that correlates with the change, and explain the reason behind it.
Tuesday, May 16, 2017
Today we’re excited to announce a quick and easy way for the moderately technical user to get started with a pre-bundled visual analytics & big data solution running on Microsoft Azure: The Tableau/Cloudera Quickstart, built by Slalom
Wednesday, May 10, 2017
Azure Data Lake Tools for VSCode provides you light weight, keyboard focused and cross-platform IDE. It runs smoothly in Windows, Linux and Mac. ADL Tools for VSCode supports U-SQL language authoring,…
Monday, May 1, 2017
Today, we are announcing the public preview of metrics in the Job Diagram for data driven monitoring and troubleshooting of Azure Stream Analytics jobs.
Monday, May 1, 2017
Since SQL Server 2016, a new function called R Services has been introduced. Microsoft recently announced a preview for the next version of SQL Server, which extends the advanced analytical ability to Python. This new capability of running R or Python in-database at scale enables us to keep the analytics services close to the data and eliminates the burden of data movements.