Cesar de la Torre

Principal Program Manager at the Azure team.

Latest posts

Cesar De la Torre
Cesar De la Torre
Nov 6, 2019

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....

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Cesar De la Torre
Cesar De la Torre
Sep 6, 2019

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...

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Cesar De la Torre
Cesar De la Torre
Jun 5, 2019

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 ...

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Cesar De la Torre
Cesar De la Torre
May 28, 2019

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 ...

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Cesar De la Torre
Cesar De la Torre
May 6, 2019

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 ...

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Cesar De la Torre
Cesar De la Torre
Mar 24, 2019

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 '...

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Cesar De la Torre
Cesar De la Torre
May 15, 2018

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 ...

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Cesar De la Torre
Cesar De la Torre
Feb 7, 2018

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...

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Cesar De la Torre
Cesar De la Torre
Nov 18, 2017

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. ...

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