Machine Learning can often be a daunting subject to tackle much less utilize in a meaningful manner. In this session, attendees will learn how to take their existing data, shape it, and create models that automatically can make principled business decisions directly in their applications. The discussion will include explanations of the data acquisition and shaping process. Additionally, attendees will learn the basics of machine learning - primarily the supervised learning problem.
Apps should be tested before submission. Every app is unique, so a unique test plan should be created to test the components of each app. When creating the test plan, a few factors should be taken into account: app modules; how those modules interact within the app and in which order they are initialized; and which modules are required for the app to run. Based on this info, the modules should be tested. In this session, Mickey talks about how, through testing, you can ensure the highest quality for your app.
Even though you're watching this on-demand, Mickey wants to help. Post your questions, comments, etc below or tweet it, mentioning @cdndevs.
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.
This is a HARDCORE session designed to stretch, challenge, and entertain even an expert in the field. Windows debugging and Windows internals is something you can never really master, and everyone has new techniques. We showcase the latest innovations and approaches in troubleshooting for Windows, diving deep under the covers of Windows and how it's changing for 8.1. Our goal is to give even experts in the field new techniques—even if you are a hardened veteran—to help you solve problems more quickly and better understand how Windows works.