Devcenter Archives - Wintellect

Blogs|Dec 6, 2018

How To Remove All Resources in a Resource Group Without Removing the Group On Azure

Sometimes, I’ve needed to remove all the resources in a resource group without actually having to remove the resource group itself. In the Azure Portal, it’s not possible to do this other than manually selecting each resource individually and deleting it. But now that Cloud Shell has GA’d you can easily use it to accomplish…

Read More→

devops|Nov 5, 2018

DevOps and Documentation

Good software requires good documentation. And good documentation requires a DevOps process to ensure you always have the latest version...

Read More→

Blogs|Oct 30, 2018

Microsoft Custom Vision: Retrain Model in C#

In the previous post, we went over how to use the Custom Vision Training and Prediction SDKs to programmatically predict image URLs and image files. In this post, we’re going to use those same SDKs to show how to programmatically upload more training images to the service and train a new model with those new…

Read More→

Webinar|Oct 22, 2018

Take a Tour of Microsoft’s Azure Cosmos DB

In this webinar, you’ll get an overview of Azure Cosmos DB and all it has to offer. Come learn about these paradigms, and how to use Azure Cosmos DB to solve unique database problems.

Watch Now→

Data Science|Oct 1, 2018

Microsoft Custom Vision: Creating an Image Classification Model

Creating a model to classify images would usually involve creating your own deep learning model from scratch. This includes having a very large and diverse set of training images with a portion of them set aside as a test set, a good convolutional neural network as the model, and a GPU enabled machine to do…

Read More→

Webinar|Sep 25, 2018

Learn to Build Bots with The Microsoft Bot Framework

In this webinar, we’ll go over the different components of the Bot Framework and how to build your very first bot.

Watch Now→

Blogs|Sep 18, 2018

Microsoft Custom Vision: Predict Images with C#

In the previous post, we showed how to train an image classification model using the Microsoft Custom Vision service as well as to perform a quick test on a new image. However, what if you want to integrate this model into one of your applications that is using C#? Whether it’s an app that runs…

Read More→

Blogs|Aug 30, 2018

Creating a Daemon with .NET Core (Part 2)

This little project is a practical implementation of a blog post I wrote about implementing daemons in .NET Core. This daemon is a .NET Core console app that is using a Generic Host to host an MQTT Server based on the code in MQTTNet, which has become my go-to library for MQTT for .NET apps…

Read More→

net|Aug 22, 2018

Using Azure Active Directory to Add World-Class Security in Under an Hour

Thanks to all that made it out to the Azure in the ATL meetup last night and thanks to Microsoft and Agile Thought for sponsoring the event and to John Garland for leading the group. Here are the slides from last night: Using Azure Active Directory to Add World-Class Security in Under an Hour For…

Read More→

Blogs|Aug 20, 2018

How to REALLY delete an Azure Active Directory B2C tenant

You probably landed here after feeling a little of the pain inherent in attempting to delete an Azure Active Directory B2C tenant. I have read several FAQ’s, How To’s, posts, and forum pleadings on the topic and I’ve yet to find one that definitively helped me remove above 20+ test B2C tenants clogging my menu…

Read More→

Blogs|Aug 17, 2018

Evaluate Your Models with Cross Validation in ML.NET

Let’s say you’ve been working on a machine learning model and your initial evaluation on test data looks good but is that the same kind of performance you’ll get once you deploy your model to take on actual data it hasn’t seen before? This can happen if your model has overfitted to your data. We…

Read More→

Blogs|Aug 13, 2018

Creating a Daemon with .NET Core (Part 1)

Daemons are as essential to servers as caffeine and pizza are to developers. The executables run as services on a server waiting to receive input usually from a network call, and respond to it by providing something back to the the user who called it. .NET Core is the venerable cross-platform development stack for Linux,…

Read More→