Discover your hybrid networking connectivity choices to securely extend your on-premises network into the Microsoft cloud. Learn about the tradeoffs and how scenario requirements determine the best hybrid connectivity technology. The demo will show how you can quickly get a hybrid scenario running in Azure.
Bring your laptop to this session! Azure Machine Learning Studio simplifies machine learning experimentation. In this hands-on tutorial, we will go through the end-to-end process of building, evaluating, fine-tuning and deploying a scalable predictive modelling web service using Azure Machine Learning Studio. By the end of the tutorial, attendees will have a deployed predictive modeling UI of their own, similar to one of these: http://demos.datasciencedojo.com/. All attendees will go through the following hands-on exercises:
• Exploring, visualizing and cleaning a dataset • Building and fine-tuning a predictive model • Evaluating and comparing predictive models • Deploying a predictive model as a full managed, scalable web service • Exposing the deployed predictive model as a web UI.
The industry has been changing at a rapid rate but it has felt like the DBA toolkit has been left behind... That is until now. In this session we will explore the new features in SQL Server 2016 which are going to change the game for DBAs when it comes to troubleshooting and administration. Best of all your colleagues will be jealous of these features. The new Query Store and Live Query Stats features are going to greatly simplify the process of identifying performance bottlenecks. Imagine being able to focus on the solution rather than wasting time identifying the problem.