Cesar de la Torre
Principal Program Manager at the Azure team.
Latest posts
Using ML.NET in Jupyter notebooks
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....
Training Image Classification/Recognition models based on Deep Learning & Transfer Learning with ML.NET
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...
Run with ML.NET C# code a TensorFlow model exported from Azure Cognitive Services Custom Vision
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 ...
ML.NET Model Lifecycle with Azure DevOps CI/CD pipelines
As a developer or software architect, you are focused on the application lifecycle – building, maintaining, and continuously updating the end-user business ...
What is ML.NET 1.0 – Machine Learning for .NET
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 ...
How to optimize and run ML.NET models on scalable ASP.NET Core WebAPIs or web apps
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 '...
Designing and implementing API Gateways with Ocelot in .NET Core containers and microservices architectures
We're currently evolving the .NET microservices guidance and eShopOnContainers reference application. One of the most important topics is about the API Gateway ...
Microsoft eBook gratuito en Español: “Microservicios .NET – Arquitectura para aplicaciones .NET contenerizadas” – Docker, .NET Core, Kubernetes, Service Fabric, Azure.
Las arquitecturas basadas en Microservicios están emergiendo actualmente como opciones apropiadas para aplicaciones distribuidas de misión crítica. En...
Implementing background tasks in .NET Core 2.x webapps or microservices with IHostedService and the BackgroundService class
Background tasks and scheduled jobs are something you might need to implement, eventually, in a microservice based application or in any kind of application. ...