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Learn about Windows-to-Linux conversions and how to break and fix cloud containers -- all while helping to save the world from e-waste with some "sheer geeky fun."
10/08/2024
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They provide developers with the ability to toggle features on and off without having to redeploy code, making it easier to manage risk, test features in production, and facilitate smoother releases.
10/03/2024
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Dr. James McCaffrey of Microsoft Research presents a full demo of k-nearest neighbors classification on mixed numeric and categorical data. Compared to other classification techniques, k-NN is easy to implement, supports numeric and categorical predictor variables, and is highly interpretable.
10/01/2024
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Tony Champion: "From giving you access to the entire lifecycle of a request, the ability to configure and extend authentication and authorization, .NET 8 gives you the power to create APIs to meet even the most demanding needs."
09/25/2024
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Sometimes, complex technical achievements are best explained through one example. That's the approach Mete Atamel, Developer Advocate at Google, is taking as he makes the rounds detailing the capabilities of Vertex AI and associated tooling on the Google Cloud Platform.
09/18/2024
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Dr. James McCaffrey from Microsoft Research presents a complete end-to-end program that explains how to perform binary classification (predicting a variable with two possible discrete values) using logistic regression, where the prediction model is trained using batch stochastic gradient descent with weight decay.
09/16/2024
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The Angular web-dev framework might seem an odd choice for a Microsoft-centric developer to consider, seeing as it's championed by arch-rival Google, but a closer look reveals many advantages.
09/10/2024
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Dr. James McCaffrey from Microsoft Research presents a C# program that illustrates using the AdaBoost algorithm to perform binary classification for spam detection. Compared to other classification algorithms, AdaBoost is powerful and works well with small datasets, but is sometimes susceptible to model overfitting.
09/03/2024
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The cloud changed IT forever. And then containers changed the cloud. And then Kubernetes changed containers. And then microservices usurped monoliths, and so it goes in the cloudscape. Here's help to sort it all out.
08/29/2024
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In the dynamic field of cloud computing, the architect's role is increasingly pivotal as they must navigate a complex landscape, considering everything from the overarching architecture and individual service configurations to the various trade-offs involved. Here's help.
08/27/2024
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Dr. James McCaffrey from Microsoft Research presents a demonstration program that models biological immune systems to identify network intrusion threats. The demo illustrates challenges with artificial immune systems as well as promising new approaches.
08/15/2024
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.NET 9 is coming in November, so here is help in how to build and deploy a modern .NET 9 app using cloud and DevOps tools.
08/13/2024
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Blazor shook up the .NET-centric web-dev space several years ago with its new ability to create web apps using C# and .NET instead of primarily coding UI with JavaScript like most every other framework, and it has been steadily advancing ever since. Here's a look at using RazorComponents for app integration.
08/08/2024
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Dr. James McCaffrey from Microsoft Research presents a complete program that uses the Python language LightGBM system to create a custom autoencoder for data anomaly detection. You can easily adapt the demo program for your own anomaly detection scenarios.
08/02/2024