In this talk, we will describe a cloud-centric data science process to go from raw data on premise or in the cloud to operationalized machine learning models using only a browser and elastic resources in Azure using various tools like SQL Server on Azure, Azure VMs, Azure Machine Learning, and Azure HDInsight (Hadoop).
The rise of public cloud computing has brought with it a new set of security considerations that are not widely understood. With a unique perspective from working on the security systems of a public cloud, Mark describes public cloud service provider and cloud customer threats, including malicious insiders, shared technology, data breaches, and data loss. For each, he assesses the risks and explores the value of mitigations like encryption-at-rest, encryption-in-flight, and other security best practices, separating hype from reality so that you can make educated decisions as your organization moves to the cloud.
Graphically intensive user interfaces are growing increasingly more common in modern apps, and on the Windows platform, DirectX is a key enabler for this trend. Whether you use DirectX to create an interactive UI for a Windows Store app or to build a 3D game, having the right tools will make your job easier. In this video, we take a tour of what’s new in Visual Studio 2013 for building DirectX apps, including refreshed project templates, samples and feature additions to Graphics Diagnostics.