Skip to main content
Microsoft
Cesar de la Torre
Cesar de la Torre
  • Home
  • DevBlogs
    • App Center
    • Azure DevOps
    • Notification Hubs
    • Visual Studio
    • Visual Studio Code
    • Visual Studio for Mac
    • Azure Artifacts
    • Azure Boards
    • Azure Pipelines
    • Azure Repos
    • Azure Test Plans
    • DevOps
    • C++
    • Java
    • Java Blog in Chinese
    • JavaScript
    • PowerShell
    • Python
    • Q#
    • Scripting
    • TypeScript
    • Visual Basic
    • Visual C#
    • Visual F#
    • .NET
    • ASP.NET
    • NuGet
    • Xamarin
    • Apps for Windows
    • Azure Government
    • Azure SDKs
    • Bing Dev Center
    • Command Line
    • Developer Support
    • DirectX Developer Blog
    • IoT Developer
    • Math In Office
    • Microsoft Edge Dev
    • Microsoft Azure
    • Office 365 Development
    • Old New Thing
    • PAX Graph
    • PAX Media
    • PAX Windows
    • Perf and Diagnostics
    • PIX on Windows
    • Startup Developers
    • Surface Duo
    • Sustainable Software
    • Windows Search Platform
    • Azure Cosmos DB
    • Azure Data Studio
    • Azure SQL
    • Azure Synapse Analytics
    • OData
    • Revolutions R
    • SQL Server Data Tools
    Avatar

    Cesar De la Torre

    Principal Program Manager, .NET

    Principal Program Manager at the .NET product Group. Focus on .NET Core, Microservices based architecture, Docker Containers, Azure and Machine Learning .NET (ML.NET). Check out http://dot.net/Architecture and https://github.com/dotnet/machinelearning-samples
    Avatar

    Post by this author

    Using ML.NET in Jupyter notebooks
    Using ML.NET in Jupyter notebooks
    November 6th, 2019
    I do believe this is great news for the ML.NET community and .NET in general. You can now run .NET code (C# / F#) in Jupyter notebooks and therefore run ML.NET code in it as well! - Under the covers, this is enabled by 'dotnet-try' and its related .NET kernel for Jupyter (as early previews). The Jupyter Notebook is an open-source web ...

    Comments are closed.0AIJupyter
    Training Image Classification/Recognition models based on Deep Learning & Transfer Learning with ML.NET
    Training Image Classification/Recognition models based on Deep Learning & Transfer Learning with ML.NET
    September 6th, 2019
                    Blog Post updated targeting ML.NET 1.4 GA (Nov. 2019) Note that this blog post was updated on Nov. 6th 2019 so it covers the updates provided in ML.NET 1.4 GA, such as Image classifier training and inference using GPU and a simplified API. Context and background for 'Image Classification', 'training vs. scoring' ...

    2Machine LearningML
    Run with ML.NET C# code a TensorFlow model exported from Azure Cognitive Services Custom Vision
    Run with ML.NET C# code a TensorFlow model exported from Azure Cognitive Services Custom Vision
    June 5th, 2019
    With ML.NET and related NuGet packages for TensorFlow you can currently do the following: However, in the scenario where you want to train with your own images, the Transfer Learning approach can be a bit complex because even without taking into account the code implementation for transfer learning you'll need to find a base ...

    4AIAzure Cognitive Services Custom Vision
    ML.NET Model Lifecycle with Azure DevOps CI/CD pipelines
    ML.NET Model Lifecycle with Azure DevOps CI/CD pipelines
    May 28th, 2019
    As a developer or software architect, you are focused on the application lifecycle – building, maintaining, and continuously updating the end-user business application, as illustrated in the simplified image below: When you infuse AI (such as an ML.NET model) into your application, then your application lifecycle needs to be extended so...

    2azuredevopsdevops
    What is ML.NET 1.0 – Machine Learning for .NET
    What is ML.NET 1.0 – Machine Learning for .NET
    May 6th, 2019
    Today, coinciding with //BUILD 2019/ conference, we’re thrilled by launching ML.NET 1.0 release! You can read the official ML.NET 1.0 release announcement Blog Post here and get started at the ML.NET site here. In this blog post I'm providing quite a few additional technical details along with my personal vision that you might find ...

    Comments are closed.0.NET CoreASP.NET Core
    How to optimize and run ML.NET models on scalable ASP.NET Core WebAPIs or web apps
    How to optimize and run ML.NET models on scalable ASP.NET Core WebAPIs or web apps
    March 24th, 2019
    Context ------ UPDATE on May 13th 2019: The recommended way to deploy/run an ML.NET model into ASP.NET Core web apps or WebAPI services is by using the 'Microsoft.Extensions.ML' Integration package. Read about it in this tutorial: - Deploy an ML.NET model in an ASP.NET Core Web API The tutorial above uses optimized code based on ...

    2ASP.NET CoreML.NET
    Designing and implementing API Gateways with Ocelot in .NET Core containers and microservices architectures
    Designing and implementing API Gateways with Ocelot in .NET Core containers and microservices architectures
    May 15th, 2018
    We're currently evolving the .NET microservices guidance and eShopOnContainers reference application. One of the most important topics is about the API Gateway pattern, why it is interesting for many microservice-based applications but also, how you can implement it in a .NET Core based microservice application with a deployment based on ...

    Comments are closed.0.NET CoreAPI Gateway
    Microsoft eBook gratuito en Español: “Microservicios .NET – Arquitectura para aplicaciones .NET contenerizadas” – Docker, .NET Core, Kubernetes, Service Fabric, Azure.
    Microsoft eBook gratuito en Español: “Microservicios .NET – Arquitectura para aplicaciones .NET contenerizadas” – Docker, .NET Core, Kubernetes, Service Fabric, Azure.
    February 7th, 2018
    Las arquitecturas basadas en Microservicios están emergiendo actualmente como opciones apropiadas para aplicaciones distribuidas de misión crítica. En una arquitectura basada en microservicios, la aplicación se construye basada en una colección de servicios que deben ser desarrollados, probados, versionados y desplegados en ...

    7.NET CoreASP.NET Core
    Implementing background tasks in .NET Core 2.x webapps or microservices with IHostedService and the BackgroundService class
    Implementing background tasks in .NET Core 2.x webapps or microservices with IHostedService and the BackgroundService class
    November 18th, 2017
    Background tasks and scheduled jobs are something you might need to implement, eventually, in a microservice based application or in any kind of application. The difference when using a microservices architecture is that you can implement a single microservice process/container for hosting these background tasks so you can scale it down/up as ...

    1.NET CoreASP.NET Core
    Modernize, lift and shift, existing .NET apps with Windows Containers and Azure
    Modernize, lift and shift, existing .NET apps with Windows Containers and Azure
    November 2nd, 2017
    ************************** NOTE ************************ This blog post is a replica of the same blog post I just published at the official Microsoft .NET Blog, here: https://blogs.msdn.microsoft.com/dotnet/2017/11/01/modernize-existing-net-apps-with-windows-containers-and-azure/ ******************************************************** As...

    Comments are closed.0
    • Page 1
    • Page 2
    • Page 3
    • …
    • Page 21
    • Next page
    Archive
  • November 2019
  • September 2019
  • June 2019
  • May 2019
  • March 2019
  • May 2018
  • February 2018
  • November 2017
  • July 2017
  • May 2017
  • March 2017
  • February 2017
  • January 2017
  • December 2016
  • November 2016
  • September 2016
  • July 2016
  • June 2016
  • May 2016
  • February 2016
  • December 2015
  • January 2015
  • December 2014
  • November 2014
  • October 2014
  • June 2014
  • May 2014
  • April 2014
  • March 2014
  • February 2014
  • December 2013
  • July 2013
  • June 2013
  • March 2013
  • January 2013
  • November 2012
  • October 2012
  • September 2012
  • June 2012
  • May 2012
  • April 2012
  • February 2012
  • January 2012
  • December 2011
  • November 2011
  • October 2011
  • September 2011
  • July 2011
  • June 2011
  • May 2011
  • April 2011
  • March 2011
  • February 2011
  • December 2010
  • November 2010
  • October 2010
  • September 2010
  • July 2010
  • June 2010
  • May 2010
  • April 2010
  • March 2010
  • October 2009
  • September 2009
  • August 2009
  • July 2009
  • June 2009
  • May 2009
  • April 2009
  • March 2009
  • January 2009
  • December 2008
  • November 2008
  • October 2008
  • September 2008
  • August 2008
  • July 2008
  • June 2008
  • May 2008
  • April 2008
  • March 2008
  • February 2008
  • January 2008
  • December 2007
  • November 2007
  • October 2007
  • September 2007
  • August 2007
  • July 2007
  • June 2007
  • May 2007
  • Relevant Links

    .NET Architecture Guides

    ML.NET Samples

    Topics
    .NET.NET 3.5.NET 4.0.NET 4.5.NET 4.5.1.NET Core.NET FrameworkADO.NETAIAIFAlexandriaAndroidAPI GatewayAppFabricArchitectureASP.NET CoreAutofacAzManAzureAzure App ServiceAzure Cognitive Services Custom VisionAzure Container RegistryAzure Container ServiceAzure FunctionsAzure Mobile AppAzure Service FabricazuredevopsBiztalk ServerC#CardSpaceChocolateyCodePlexContainersCQRSDDDdevopsDIDockerDocker SwarmDomain EventsDomain-Driven DesignEntity-FrameworkEvent-SourcingExpression BlendIE8IHostedServiceIntegration EventsIoCiOSISBJupyterKubernetesM LanguageMachine LearningmachinelearningMDDMesos DC/OSMetroMicroservicesMicrosoftMicrosoft Events SpeakerMLML.NETmlnetModel-Driven-SOAModern AppsMUrlN-LayerN-TierNotebooksOcelotOsloPatternsPDCPowerAppsRIARIA ServicesRoslynS+SSecurityService FabricSilverlightSOASQL AzureSQL Server 2008Surface BookSwaggerSwashbuckleTensorFlowTitanUnityUniversal Windows appsVisual Studio 2008Visual Studio 2010Visual Studio 2012Visual Studio 2013VS Android EmulatorVS.LightswitchVSTS 2010WCFWCF LOB AdaptersWebAPIWindow AzureWindows 10Windows 7Windows 8Windows 8.1Windows Server 2008Windows Server 2008 R2X++XamarinZachman Framework

    Stay informed

    Login
    Code Block
    What's new
    • Surface Duo
    • Surface Laptop Go
    • Surface Pro X
    • Surface Go 2
    • Surface Book 3
    • Microsoft 365
    • Windows 10 apps
    • HoloLens 2
    Microsoft Store
    • Account profile
    • Download Center
    • Microsoft Store support
    • Returns
    • Order tracking
    • Virtual workshops and training
    • Microsoft Store Promise
    • Financing
    Education
    • Microsoft in education
    • Office for students
    • Office 365 for schools
    • Deals for students & parents
    • Microsoft Azure in education
    Enterprise
    • Azure
    • AppSource
    • Automotive
    • Government
    • Healthcare
    • Manufacturing
    • Financial services
    • Retail
    Developer
    • Microsoft Visual Studio
    • Windows Dev Center
    • Developer Center
    • Microsoft developer program
    • Channel 9
    • Microsoft 365 Dev Center
    • Microsoft 365 Developer Program
    • Microsoft Garage
    Company
    • Careers
    • About Microsoft
    • Company news
    • Privacy at Microsoft
    • Investors
    • Diversity and inclusion
    • Accessibility
    • Security
    English (United States)
    • Sitemap
    • Contact Microsoft
    • Privacy
    • Manage cookies
    • Terms of use
    • Trademarks
    • Safety & eco
    • About our ads
    • © Microsoft 2021