In my previous post, I featured a video on Microsoft Cognitive Toolkit (CNTK). If you’ve not heard of it, CNTK is a production-grade, open-source, deep-learning library. It’s the toolkit behind a Microsoft’s many AI initiatives.

CNTK embraces fully open development, is available on GitHub, and provides support for both Windows and Linux. The latest release packs in several enhancements: most notably Python/C++ API support, easy-to-onboard tutorials (as Python notebooks) and examples, and an easy-to-use Layers interface.

These enhancements, combined with unparalleled scalability on NVIDIA hardware, were demonstrated by both NVIDIA at SuperComputing 2016 and Cray at NIPS 2016.

These enhancements from the CNTK supported Microsoft in its recent breakthrough in speech recognition, reaching human parity in conversational speech.

The toolkit is used in all kinds of deep learning, including image, video, speech, and text data. The speakers will discuss the current features of the toolkit’s release and its application to deep learning projects.

The latest episode of Data Exposed welcomes Alan Yu, a PM in the SQL Server engineering group focusing on SQL Tools. He shows off the latest SQL Server Management Studio 17.3 update.

Alan starts off by highlighting two new features in the latest release: Import Flat File Wizard and XEvent Profiler. Import Flat File Wizard is a new tool that helps streamline the import experience for a user who wants to import .csv or .txt files without specialized domain knowledge. The XEvent profiler is a live viewer window of extended events that can be quickly launched. For the purpose of this demo, Alan chose to focus on showcasing the Import Flat File Wizard.

To learn more about SSMS 17.3, check out this blog post: https://blogs.technet.microsoft.com/dataplatforminsider/2017/10/10/whats-new-in-sql-server-management-studio-17-3/

 

Download the latest version of SSMS: https://docs.microsoft.com/en-us/sql/ssms/download-sql-server-management-studio-ssms

 

To learn more about PROSE, check out: https://microsoft.github.io/prose/