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AI in the Open World | Microsoft Research

Wed, 19 Jul 2017 17:34:35 GMT

Fielding AI solutions in the open world requires systems to grapple with incompleteness and uncertainty. This session will address several promising areas of research in open world AI, including enhancing robustness via leveraging algorithmic portfolios, learning from experiences in rich simulation environments, harnessing approaches to transfer learning, and learning and personalization from small training sets. In addition, this session will cover mechanisms for engaging people to identify and address uncertainties, failures, and blindspots in AI systems.

 

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Media Files:
http://video.ch9.ms/ch9/a50e/032519b0-6cfc-41f0-aae4-4a3fb851a50e/39522.mp4




Design Patterns: Strategy | Visual Studio Toolbox

Tue, 18 Jul 2017 15:02:34 GMT

This is the second of an eight part series where Robert is joined by Phil Japikse to discuss design patterns. A design pattern is a best practice you can use in your code to solve a common problem.  In this episode, Phil demonstrates the Strategy pattern. This pattern enables an algorithm's behavior to be selected at runtime.

Episodes in this series:

  • Command/Memento patterns
  • Strategy pattern (this episode)
  • Template Method pattern (to be published 7/20)
  • Observer/Publish-Subscribe patterns (to be published 7/25)
  • Singleton pattern (to be published 8/8)
  • Factory patterns (to be published 8/10)
  • Adapter/Facade patterns (to be published 8/15)
  • Decorator pattern (to be published 8/17)

Resources

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Media Files:
http://video.ch9.ms/ch9/dc04/637aa9fd-12a1-4495-98ff-6a20cb18dc04/DesignPatternsStrategy.mp4




Sharing MSBuild Tasks as NuGet Packages with Nate McMaster | Code Conversations

Tue, 18 Jul 2017 22:22:43 GMT

Nate McMaster shows how to publish an MSBuild task as a NuGet package, allowing you to share it and reuse it in your own projects.

The code for this episode is available here: https://github.com/CodeConversations/MSBuild-Features-With-Nate-McMaster/tree/master/Video-2

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Media Files:
http://video.ch9.ms/ch9/85fc/91547c1c-ef21-456f-b511-273b53b085fc/codeconversationsnatemcmaster3.mp4




DEVintersection Countdown Show on the Evolution of the Cloud with Scott Guthrie | The DEVintersection Countdown Show

Mon, 17 Jul 2017 16:00:00 GMT

Microsoft Executive Vice President Scott Guthrie and Richard Campbell sit down to talk about Scott’s upcoming keynote at DEVintersection in Las Vegas this fall. Scott talks about helping developers be more productive with a wide diversity of services and infrastructure on Microsoft Azure. Where it once took weeks to provision a new website with hardware, operating system and other software, today on Azure it takes only minutes. What comes next? See Scott’s keynote in person at DEVintersection, Oct 31-Nov 2 in Las Vegas. Register today at www.devintersection.com for a workshop package and you’ll go home with your choice of an XBOX One S or a VR headset!

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Media Files:
http://video.ch9.ms/ch9/bf92/f0a1a557-e675-4c01-9690-25375c5fbf92/EvolutionoftheCloudwithScottGuthrie.mp4




Azure Network Watcher | Azure Friday

Fri, 14 Jul 2017 01:00:00 GMT

Matt Reat gives Scott Hanselman an overview of the new Network Watcher service and some of its features. Azure Network Watcher is Network Monitoring and Diagnostic service that recently became generally available in Azure Public Clouds. With Network Watcher you can understand your network's topology, diagnose networking issues, run packet captures, and much more.

For more information, see:

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Media Files:
http://video.ch9.ms/ch9/b67e/ccc219b6-607d-4562-a15a-4cbf1b3bb67e/AzureNetworkWatcher.mp4




Image Recognition, Vuforia and the HoloLens

Thu, 20 Jul 2017 13:00:00 GMT

Today's project comes to us via Sebastian Gambolati, who's written a great tutorial/how-to build image recognition into your HoloLens app...

How-To: Create an image recognition app with Vuforia and HoloLens

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Image recognition and interpretation is a very requested task into modern application. Either you want to identify a specific image or object or either you want to interpret what the users get in front their smartphone camera.

A technology that is becoming more and more popular among developers with this task is Vuforia. This framework can recognize a specific image and track it while the image is in the scene. The same goes to Custom 3D object, Cylinders, boxes, etc.

Moreover, Vuforia is widely accepted because we can use it with almost any device, from older and cheap Android smartphone to the most recent VR/AR/MX devices. In this post, we will use the Vuforia capabilities from Unity3D because it is also multi-platform.

...

Prerequisites

First, we need to download Unity3D from here. You may try the personal (and free) plan. In the meantime, it is installing, review What is Unity3D.

What is Unity3d?...

What is Vuforia?...

Step 1: Setup Vuforia Database...

Step 2: Create Unity3D project and import Vuforia asset...

Step 3: More 3D Models...

Step 4: Deploy to Android...

Step 5: Deploy to HoloLens...

Conclusion

In this post, Upload images to a database that later can be used for tracking other images and objects. Moreover, we imported it to Unity3D and setup the ARCamera and ImageTarget component. And we imported an external 3D model to our scene. At the end, we build the project for different platform. And we didn’t make a single line of code!

We will continue in a next post showing how to recognize multiple images and how to distinguish each one showing different 3D models or specific data.

Project Information URL: http://southworks.com/blog/2017/05/26/how-to-create-an-image-recognition-app-with-vuforia/

Project Source URL: https://github.com/sGambolati/VuforiaImageRecognition




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Setting up SQL Server High-Availability between Windows and Linux with SQL Server 2017 | Data Exposed

Thu, 13 Jul 2017 15:00:00 GMT

Tobias and Slava are back in the studio in this awesome video to show high-availability with SQL Server 2017 between Windows and Linux. After spending a few minutes discussing the background, thought process, discussions that went on trying to determine if this was even possible, and the applicable scenarios, Tobias jumps right into the demo [06:20] to show that yes, Virginia, it is possible, and that it is quite easy to create and configure Availability Groups on both Windows and Linux. 

As always, we have a lot of fun, and this is definitely an episode you don't want to miss!

Be sure to follow the Data Exposed show on Twitter at @DataExposed!

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Media Files:
http://video.ch9.ms/ch9/3cb8/89e9c366-e4d6-4008-bf4c-35ff035a3cb8/DataExposedWindowsLinux.mp4




Oh Babylon.. v3!

Wed, 19 Jul 2017 13:00:00 GMT

One of the coolest JavaScript libraries, which is also one of our favorites, just released a major new up, one that will make your next 3D page SO much easy to create, with faster performance and generally just awesome...Announcing Babylon 3.0Babylon is an open source framework that allows you to create stunning 3D experiences in your browser. Built with simplicity and performance in mind, it is the engine that fuels the Remix3D site or the Xbox Design Lab.Today, I’m thrilled to announce the availability of Babylon’s biggest version ever: Babylon v3.0. This version is packed with incredible features, but before listing some of them, I want to thank the awesome community behind this release. I’m humbled by the number of external contributors (120+) who dedicated their time to help build this great framework. They have made possible this 46th release of Babylon.Support for WebGL 2...Support for WebVR 1.1...Support for glTF 2.0...Improved physically based rendering (PBR)...Introducing Babylon.GUIThe Babylon GUI library is an extension you can use to generate interactive user interface. It relies on hardware acceleration to produce a fast and light way to deal with user interaction.The Babylon.GUI extension can be helpful with VR scenarios when you cannot display HTML elements. It can also be used to project your UI in 3D. In this case, the UI will be textured on a 3D object but will remain functional.Support for morph targets...Support for live textures using WebCam...Developer storyThe playground is a central tool for Babylon where you can learn by experimenting with live coding editor. Using the code panel on the left, you can discover at your pace the features of Babylon, thanks to our integrated code completion helper:With more than 150,000 samples in the playground, we were sitting on top of an immense knowledge base for developers.Therefore, we added the playground search section to our documentation to let you search for live code samples (either using sample title, description, tags or code):... We really hope you will find this new version useful and exciting. If you want to know more or just want to experiment with our latest demo, please visit www.babylonjs.com.If you would like to contribute, please join us on GitHub![Click through to read the post]Follow @CH9 Follow @coding4fun Follow @gduncan411 [...]



TWC9: Babylon 3.0, Paint 3D Holographic Models, Peek Inside the AI Labs and more... | This Week On Channel 9

Fri, 14 Jul 2017 21:30:00 GMT

This week on Channel 9, Nikola and returning guest host Killian McCoy discuss the week's top developer news, including;[00:54] Announcing Babylon 3.0 [David Catuhe][02:05] Using Paint 3D to design 3D models for your Holographic applications [Abhijit Jana][03:18] Microsoft Azure Stack is ready to order now [Mike Neil][04:24] Largest FREE Microsoft eBook Giveaway! [Eric Ligman][05:12] Samsung Releases 4th Preview of Visual Studio Tools for Tizen including support for .NET Core 2.0 Preview [Scott Hunter][05:58] Ubuntu now in the Windows Store: Updates to Linux on Windows 10 and Important Tips [Scott Hanselman][06:57] A sneak peek inside Microsoft's AI research labs - BBC Newsnight [David Grossman][08:05] The Story Behind the World’s Most Famous Desktop Background [Abigail Cain] Picks of the Week!Nikola's Pick of the Week:[08:51] Presentation Translator, a Microsoft Garage project, Translates and Subtitles Live Presentations, [Download] Presentation Translator - A Microsoft Garage Experimental Project Killian's Pick of the Week:[09:36] Seeing AI App is Now Available in the iOS app storePlease leave a comment or email us at twc9@microsoft.com.Follow @CH9   Follow @metulev Follow @gduncan411 [...]


Media Files:
http://video.ch9.ms/ch9/46de/d37c09dd-19c5-4b21-bfca-5382c8c546de/TWC920170714.mp4




Advanced MSBuild Extensibility with Nate McMaster | Code Conversations

Tue, 18 Jul 2017 22:20:02 GMT

Nate McMaster shows how to write your own MSBuild tasks in C#. Since you're developing your tasks in C#, you can use standard .NET libraries, debug your code, etc.

The code for this episode is available here: https://github.com/CodeConversations/MSBuild-Features-With-Nate-McMaster/tree/master/Video-1

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Media Files:
http://video.ch9.ms/ch9/ba2a/718cb5fb-0940-4fb3-8143-5ccc2a6eba2a/codeconversationsnatemcmaster2.mp4




Spark Performance Tuning - Part 4 | Data Exposed

Tue, 18 Jul 2017 15:00:00 GMT

This week's Data Exposed show welcomes back Maxim Lukiyanov to talk more about Spark performance tuning with Spark 2.x. Maxim is a Senior PM on the big data HDInsight team and is in the studio today to present the final part of his 4-part series.

Topics in today's video:

[00:45] - Intro

[02:15] - Advanced Partitioning and Bucketing

[10:30] - Advanced Joins: Joining Large Tables

[19:00] - Debugging and Recap

Spark 2.2 rc4 on Azure HDInsight: Script action https://github.com/hdinsight/script-action/tree/master/install-spark2-2

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Media Files:
http://video.ch9.ms/ch9/feb9/33627e44-c055-4551-857e-866c974ffeb9/SparkPerformanceSeries4.mp4




Keynote: Accelerating AI Development | PyData Seattle 2017

Wed, 05 Jul 2017 18:25:28 GMT

In Day 2 of PyData Seattle Joseph Sirosh, CVP of Data, kicks off the day with his keynote highlighting the past, present and future of AI Development.

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Media Files:
http://video.ch9.ms/ch9/13f0/b8e1770a-1344-434a-91b1-41a3c2d513f0/AcceleratingAIDevelopment.mp4




Data Science in Production | PyData Seattle 2017

Wed, 05 Jul 2017 18:25:28 GMT

Katrina Rieh kicks off PyData in Seattle with her keynote about her experience with Python and Data Science in production. Katrina is a Senior Manager for the Global Data Science team at HomeAway.com. Over the last decade, Katrina has worked extensively in the fields of scientific computing, machine learning, data mining, and visualization. Katrina received her PhD in Computer Science with a concentration in Artificial Intelligence from the University of Texas at Dallas.

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Media Files:
http://video.ch9.ms/ch9/b8d6/cd667044-ef06-4644-897b-d12a05ddb8d6/KEY01PyDataSEA2017.mp4




Channel 9 Interview with Mathias Brandewinder and Alfonso Garcia-Caro | NDC Oslo 2017

Tue, 13 Jun 2017 23:05:56 GMT

Seth Juarez talks with Alfonso Garcia-Caro and Mathias Brandewinder about what the F# Community has been up to lately, and what's so exciting about developing web apps with Fable, the F# to JavaScript compiler.

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Media Files:
http://video.ch9.ms/ch9/50e8/bb85cf9f-667e-4012-ac41-7b2ec18950e8/InterviewWithMathiasBrandewinder.mp4




Channel 9 Live interview with David Fowler and Damian Edwards | NDC Oslo 2017

Tue, 13 Jun 2017 23:05:56 GMT

Channel 9 Live interview at NDC Oslo 2017 with David Fowler and Damian Edwards. Tune in to find out more.

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Media Files:
http://video.ch9.ms/ch9/3fc9/f47cad91-f940-4d10-adb5-2c72fb733fc9/InterviewWithDavidFowler.mp4




Talk: ASP.NET Core Futures Roadmap | NDC Oslo 2017

Tue, 13 Jun 2017 23:05:56 GMT

ASP.NET Core architect, David Fowler, supported by .NET Program Manager, Jon Galloway, will talk through their current thinking for the future of ASP.NET Core, beyond 2.0. Topics include the potential features of Kestrel, SignalR, and MVC as ASP.NET Core evolves beyond its current HTTP-only focus.

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Media Files:
http://video.ch9.ms/ch9/10d9/794b98e1-b87c-4415-b279-37574b8710d9/ASPdotNETCoreFuturesRoadmap.mp4