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
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
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
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
.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
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
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
Chris Klug keeps seeing developers using Entity Framework, Microsoft's open-source object-relational mapper (ORM) for .NET applications, in less optimal ways.
07/23/2024
Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns.
07/15/2024
Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification (predicting a discrete variable that has exactly two possible values).
07/01/2024
Since its inception as an intriguing experiment in leveraging WebAssembly to enable dynamic web development with C#, Blazor has evolved into a mature, fully featured framework. Integral to the ASP.NET Core ecosystem, Blazor offers developers a unique combination of server-side rendering and rich client-side interactivity.
06/18/2024
Here's a complete end-to-end demo of what Dr. James McCaffrey of Microsoft Research says is arguably the simplest possible classification technique.
06/17/2024