Volume 34 Number 7
July 2019 Code Downloads
|ASP.NET Core 3.0 - Restrict Site Access with AI-Driven Authorization Policies in ASP.NET Core
This article, the second in a two-part series, focuses on collecting biometric information from cameras registered as IoT devices, and streaming data to an IoT Hub in Azure. The solution is enriched with a machine learning service that supports the authorization process with the analysis of the access request against an historical dataset, for detecting a potential unauthorized intrusion.
|Machine Learning - Create a Machine Learning Prediction System Using AutoML
Microsoft ML.NET is a large, open source library of machine learning functions that let you create a prediction model using a C# language program, typically in Visual Studio. But writing such a program isn’t simple. However, as James McCaffrey explains, the AutoML system uses the ML.NET command-line interface (CLI) tool to automatically create a prediction model for you, and also generates sample code that uses the model, which you can then customize.