Deployment of Pre-Trained Models on Azure Container Services

This post is authored by Mathew Salvaris, Ilia Karmanov and Jaya Mathew. Data scientists and engineers routinely encounter issues when moving their final functional software and code from their development environment (laptop, desktop) to a test environment, or from a staging environment to production. These difficulties primarily stem from differences between the underlying software environments… Read more

Democratizing AI Through Microsoft Certifications in Data Science & Machine Learning

Posted by Marla Michel, Senior Program Manager for Ecosystem Development & Training at Microsoft. This blog is the first in a series where we will discuss several new certification exams for data professionals and the resources to prepare for them. When individuals decide which certification to take, their decision is typically based on their role… Read more

Using IoT Sensors to Up Your Game

This post is authored by Patty Ryan, Principal Data Scientist, Hang Zhang, Senior Data and Applied Scientist, and Mustafa Kasap, Senior Software Design Engineer, at Microsoft. Learn from the Professionals through Comparison of Sensor Data As any athlete aspiring to greatness can tell you, measurement of your own performance and tips from the pros are… Read more

Now Serving: More AI with Your Big Data

Re-posted from the Microsoft SQL Server blog. Earlier today, at Build 2017, we made a string of announcements to further help developers and customers around the planet create breakthrough experiences through the power of artificial intelligence and big data. There were 3 major themes to these announcements: 1. AI at the Heart of the Microsoft… Read more

Optimizing Intelligent Apps Using Machine Learning in SQL Server

Re-posted from the Azure blog. SQL Server 2016 introduced a new function called R Services, bringing machine learning capabilities to the platform, and the next version of SQL Server will further extend this with support for Python. These new capabilities – of running R and Python in-database and at scale – let developers keep their… Read more

Microsoft’s Chris Bishop Elected as a Fellow of the Royal Society

Re-posted from the Microsoft Next blog. Chris Bishop, distinguished scientist, director of Microsoft Research Cambridge (UK), and a renowned expert in artificial intelligence and machine learning, was elected a Fellow of the Royal Society, the oldest scientific academy in continuous existence. The addition of Chris to this elite body talks to the preeminence of AI… Read more

Monitoring Petabyte-Scale AI Data Lakes in Azure

This post by Reed Umbrasas, Software Engineer at Microsoft. Azure Data Lake Analytics lets customers run massively parallel jobs over petabytes of raw data stored in Azure Data Lake Store. During the recent Microsoft Data Amp event, we demonstrated how this massive processing power can be used to build a petabyte scale AI data lake… Read more

End-to-End Scenarios Enabled by the Data Science Virtual Machine: Webinar Video

This post is authored by Barnam Bora, Program Manager in the Algorithms & Data Science team at Microsoft. Microsoft’s Data Science Virtual Machine (DSVM) is a family of popular VM images in Windows Server & Linux flavors that are published on the Microsoft Azure Marketplace. They have a curated but broad set of pre-configured machine… Read more

Text Mining to Improve the Health of Millions of Citizens

By Kenji Takeda, Director of Azure for Research at Microsoft. Doctors face daily decisions about the best care for their patients, and their own clinical experience can be enhanced using evidence-based medicine, such as through clinical trial data. As David Tovey, Editor-in-Chief, Cochrane, explained, “Before evidence-based medicine came along, people were reliant on the expertise… Read more

Empowering Every Organization on the Planet with Artificial Intelligence

Re-posted from the Microsoft SQL Server blog. Extracting intelligence from ever-expanding amounts of data is now the difference between being the next market disruptor versus being relegated to the history books. Microsoft’s comprehensive data platform and tools let developers and businesses create the next generation of intelligent applications, drive new efficiencies, create better products and… Read more