Channel 9

This episode helps you compare deep learning vs. machine learning. You'll learn how the two concepts compare and how they fit into the broader category of artificial intelligence. During this demo we will also describe how deep learning can be applied to real-world scenarios such as fraud detection, voice and facial recognition, sentiment analytics, and time series forecasting. Links From This Episode: DocsLearn MoreFollow Francesca on Twitter AI Show links: Don't miss new episodes, subscribe to the AI Show Create a Free account (Azure)

Thomas Maurer joins Scott Hanselman to show how you can connect your Windows Servers on-premises to Azure hybrid services like Azure Site Recovery to protect your virtual machines or Azure Update Management to keep your servers up to date. [0:01:28] - Demo Connecting Windows Server to Azure hybrid servicesAzure Site Recovery overviewUpdate Management solution in AzureHow to configure Azure Hybrid Services in Windows Admin CenterCreate a free account (Azure)

Learn how you can publish your SaaS solution and start generating revenue by making it available to potential buyers on Microsoft AppSource and Azure Marketplace. Ercenk Keresteci joins Scott Hanselman to cover the technical details of integrating a solution with Microsoft's commercial marketplace, including how to use scripts for provisioning and de-provisioning a customer. [0:05:00] - Demo Azure Marketplace and AppSource publishing guideCreate a new SaaS offerSaaS fulfillment APIs, version 2A sample for Azure Marketplace SaaS integration (GitHub)Create a free account (Azure)

This week, James is joined by friend of the show Prabakaran, developer at Syncfusion, who shows off the latest and greatest that Syncfusion has to offer for Xamarin developers. He talks through the latest controls in the ever expanding 145+ toolkit for Xamarin and Xamarin.Forms. He also talks about the new pre-made XAML templates part of the free Essential UI Kit for Xamarin.Forms. Finally, we talk about an exciting announcement around Syncfusion being included in Visual Studio Dev Essentials. Show Links: Visual Studio Dev EssentialsBlog - Syncfusion now part of VS Dev EssentialsSyncfusion - Xamarin UI ControlsSyncfusion - Essential UI Kit for Xamarin.FormsFind James on: Twitter, GitHub, Blog, and his weekly podcast Merge Conflict.Follow @JamesMontemagnoNever Miss an Episode: Follow @TheXamarinShowUseful Links: Learn more about Xamarin, Xamarin.Forms, & Cross-platform developmentXamarin Developer Center & BlogMicrosoft Learn Self-Guided TrainingCreate a Free Account (Azure)Xamarin Developers YouTube ChannelXamarin on Twitter

Learn all about the new data classification capabilities built into Azure SQL Database. Data Classification enables discovering, classifying, labeling & protecting the sensitive data in your databases. Examples of sensitive data include business, financial, healthcare, personally identifiable data (PII). Discovering and classifying your most sensitive data can play a pivotal role in your organizational information protection stature. Data discovery & classification is part of the Advanced Data Security (ADS) offering, which is a unified package for advanced SQL security capabilities. Find out more about Advanced Data Security.

In this episode we will cover a quick overview of new batch inference capability that allows Azure Machine Learning users to get inferences on large scale datasets in a secure, scalable, performant and cost-effective way by fully leveraging the power of cloud. [00:21] Context on Inference [02:00] Handling High Volume Workloads [03:05] ParallelRunStep Intro [03:53] Support for Structured and Unstructured data [04:14] – Demo walkthrough [06:17] – ParallelRunStep Config [07:40] – Pre and Post Processing Learn More: Batch Inference DocumentationBatch Inference NotebooksThe AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show Create a Free account (Azure) AI Blog Fast ML MIT News | AI Medium | Francesca Lazzeri Deep Learning vs. Machine Learning Get Started with Machine Learning

Partly Cloudy is the show where you'll learn how to build a Xamarin.Forms app from scratch all the way through deploying it to the App Stores! Along the way you'll see some Azure goodness sprinkled in to make a fully enabled real-world mobile app. In this episode we introduce the CollectionView. And the CollectionView can do a TON to make our app look a lot better. In fact, after this episode, our app is going to be very close to looking like the finished one. The CollectionView displays data just like the Xamarin.Forms ListView, but better. It can display data arranged vertically, horizontally, and in grids. It can display a template for when there is no data - AND - it can handle multiple item selection too. Tune in to find out how to use the power of the CollectionView! Show Links: All the code for this episode is on GitHub here.Episode recap post.Get to know the CollectionViewFind out how the CollectionView layouts workAll the info you ever wanted on selecting items in the CollectionViewFind out how to create empty viewsMicrosoft Learn course for learning Xamarin.Forms.Find Matt on: Twitter, GitHub, and his BlogFollow @codemillmattUseful Links: Learn more about Xamarin, Xamarin.Forms, & Cross-platform developmentXamarin Developer Center & BlogMicrosoft Learn Self-Guided TrainingCreate a Free Account (Azure)Xamarin Developers YouTube ChannelXamarin on Twitter#XamarinForms #Xamarin #Azure #iOS #Android #AzureFunctions #AzureCognitiveServices #AppCenter

In this episode, Abel Wang chats down with Ram and Gopal about how you can do DevOps into SAP - a traditionally difficult task. SAP developers have unique challenges beyond what we find with other software development. Continuous integration and delivery is difficult because of the way that code is integrated deeply into the SAP system itself. But there's a way to deliver fantastic outcomes using great DevOps practices to deliver solutions for SAP using both SAP itself, and Azure DevOps. Join Ram and Gopal to find out how! Follow Abel on Twitter: @abelsquidhead Resources: Git for SAP Whitepaper: ASUG - Git for SAP - ASUG82855SAP on Azure: https://azure.microsoft.com/en-au/solutions/sapAzure DevOps: https://azure.microsoft.com/en-us/services/devops/

Azure Open Datasets is platform to host data from the open domain such as weather, socioeconomic statistics, machine learning samples, open images, GitHub activity data, etc. on Azure. Learn more about why are we hosting open data on Azure, how to explore the datasets and how to use them in Azure services such as Azure Machine Learning. [01:16] Open Datasets catalog on Azure.com [06:15] Weather dataset walkthrough [08:16] Accessing Open Datasets in Azure Machine Learning service Learn More: Azure Open DatasetsWhat Are Azure Open DatasetsThe AI Show's Favorite links: Don't miss new episodes, subscribe to the AI Show Create a Free account (Azure) AI Blog Fast ML MIT News | AI Medium | Francesca Lazzeri Deep Learning vs. Machine Learning Get Started with Machine Learning

In this episode, you will learn how to run F# code in WebAssembly in the browser using an open source framework called Bolero. [01:13] - What is the goal of WebAssembly?[04:46] - Introducing Bolero[08:14] - How F# executes in the browser?[15:03] - Supported Bolero programming models[27:55] - Learning more about BoleroUseful Links Bolero: F# in WebAssemblyBlazorWeb assemblyIntellifactory

Watch this IoT Show to learn why Azure Cosmos DB (aka.ms/CosmosDB-IoT-Lab), Microsoft's globally distributed multi-model database service, is frequently used in IoT scenarios. (Hint: Cosmos DB can ingest semi-structured data at extremely high rates and serve indexed queries back out with extremely low latency.) Andrew Liu, Program Manager, Cosmos DB team, steps through two popular IoT use cases and demos the four things IoT developers "must know" about Azure Cosmos DB. You will receive instructions on how to get started with a hands-on lab. Resources XTO Energy , a subsidiary of ExxonMobil, taps into IoT

Learn what the settings and services you can configure for big data clusters and what are the tools available to help apply these configurations.Find out more on deploying Big Data Clusters:https://aka.ms/bdc-deploy?WT.mc_id=dataexposed-c9-ninerhttps://aka.ms/bdc-deploy-quickstart?WT.mc_id=dataexposed-c9-ninerMore on BDCs:https://aka.ms/bdc-docs?WT.mc_id=dataexposed-c9-ninerhttps://aka.ms/bdc-samples?WT.mc_id=dataexposed-c9-ninerhttps://aka.ms/sqlworkshops?WT.mc_id=dataexposed-c9-niner

Christina Lee joins Scott Hanselman to show what's new in Azure Cognitive Services. Cognitive Services bring AI within reach of every developer—without requiring machine-learning expertise. All it takes is an API call to embed the ability to see, hear, speak, search, understand, and accelerate decision-making into your apps. [0:02:00] - Demo Azure Cognitive Services overviewContainer support in Azure Cognitive ServicesEnable receipt understanding with Form Recognizer's new capabilityStart building with Azure Cognitive Services for freeCreate a free account (Azure)

Keiko Harada joins Scott Hanselman to show how to use Prometheus to monitor containers in Azure Monitor. Prometheus is a popular open source metric monitoring solution and is a part of Cloud Native Compute Foundation. Customers who like the extensive metrics which Prometheus provides on Kubernetes also like how easy it is to use Azure Monitor for containers which provides fully managed, out of the box monitoring for Azure Kubernetes Service (AKS) clusters. [0:04:30] - Demo Improving observability of your Kubernetes deployments with Azure Monitor for containersAzure Monitor for Containers - MetricsConfigure scraping of Prometheus metrics with Azure Monitor for containersAzure Monitor overviewCreate a free account (Azure)

nopCommerce is a mature eCommerce platform build on ASP.NET Core. Originally, it was built on Web Forms and over the years it moved to Mvc and now too ASP.NET Core. In this episode, John Baluka joins Christos to give us an interesting look at the architecture of nopCommerce. They dive into topics such as validation, dependency injection, object mapping, data access and much more. [00:37] - What is nopCommerce?[04:05] - What's nopCommerce built on?[07:12] - Exploring the architecture[15:19] - Preparing for .NET Core[18:00] - Exploring the business logic components[26:25] - Data access with Entity Framework Core[35:30] - Reviewing the Plugins and themes Useful Links nopCommercenopCommerce GitHub repositoryGet started with ASP.NET Core