Learn how to start submitting deep neural network (DNN) training jobs in Azure by using Azure Batch to schedule the jobs to your GPU compute clusters. You can also deploy your DNN tools and libraries, such as CNTK or Tensor Flow, to your Linux-based cluster via Docker. This is a great way for developers to get going quickly in the world of Azure and artificial intelligence.
If you've ever wanted to build a highly responsive app that leverages a real-time communications library, then SignalR is for you! Real-time Web functionality is the ability to have the server push messaging aggressively to the client, rather than relying on the client to make multiple and frequent requests. SignalR is a set of ASP.NET server and client libraries that you can use to build real time, scalable, Web sites and apps. You can use SignalR in both enterprise and consumer apps, and across platforms. This session covers what you need to know to build a SignalR app that connects multiple clients instantaneously.
You will learn:
To use the SignalR libraries
About polling and real-time development techniques
Visual Studio 2013 has been a small jump in version number from 2012, but don't be fooled – from your first time using it you discover it is the little things that make a big impact in your day-to-day development friction. In this session, Colin Bowern highlights the little changes from getting started to optimizing your app that make this a worthy upgrade for your tool chain, no matter the type of application you build.