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Dr. James McCaffrey of Microsoft Research tackles the process of examining a set of source data to find data items that are different in some way from the majority of the source items.
04/15/2024
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Chances are if you've had many coding interviews you've been presented with a poker problem. Here's a great take from Dr. James McCaffrey of Microsoft Research.
04/04/2024
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Learn the concepts important to monitoring applications and how to configure Azure Monitor and Application Insights to collect relevant data, alert you when potential problems occur, and report on that data in near real time.
03/26/2024
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Can advanced AI in Visual Studio 2022 turn the sophisticated IDE into a replacement for low-code tools that is suitable for non-coders to create business apps?
03/22/2024
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Story mapping, or user story mapping, is a powerful tool that helps software development teams visualize user journeys to prioritize work and ensure efficient development cycles.
03/19/2024
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Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step example of machine learning technique to visualize high-dimensional data.
03/15/2024
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At this point, Copilot for writing in VS Code is a mixed bag for me. It can offer completely accurate and helpful suggestions or it can write like Hunter S. Thompson on a bad acid trip.
03/06/2024
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Whether you're analyzing sales territories, monitoring environmental changes, or tracking the spread of diseases, geospatial visualization provides a holistic view that goes beyond mere numbers.
03/05/2024
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Wherein our intrepid editor serves as a test case for "ordinary business users" and "citizen developers" to slip the surly bonds of low-code and rise to more sophisticated development tooling with the help of Copilot/Chat.
03/04/2024
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Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on technique for visualizing and clustering data.
03/01/2024
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Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on a classical ML technique that transforms a dataset into one with fewer columns, useful for creating a graph of data that has more than two columns, for example.
02/16/2024
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What tech should a .NET coder use for a new Windows desktop app when presented with a dizzying array of options that include .NET MAUI, WinUI, WinForms, WPF, UWP, Blazor and so on?
02/13/2024
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The promise of writing one codebase and running it everywhere has never really panned out for developers. However, using XAML and .NET MAUI, you come much closer.
02/07/2024
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Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on an implementation of the technique that emphasizes simplicity and ease-of-modification over robustness and performance.
02/01/2024
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Securing microservices can feel like herding cats, and in the dynamic world of .NET 8 the challenge of ensuring robust security looms large as developers embrace the agility and flexibility of this cloud-centric architectural style, but here's help.
01/30/2024
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Transforming a dataset into one with fewer columns is more complicated than it might seem, explains Dr. James McCaffrey of Microsoft Research in this full-code, step-by-step machine learning tutorial.
01/17/2024
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Team metrics date back to the waterfall days before Agile DevOps, Kanban, Scrum and all the rest, but they might not be providing the valuable information you need in the modern software development world.
01/16/2024
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You've carefully crafted a concurrent application taking advantage of all the latest and greatest language features. It scales magnificently and it's the jewel of the cloud. But what about the database? What happens when simultaneous queries are executed against the same data?
01/09/2024
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Dr. James McCaffrey of Microsoft Research guides you through a full-code, step-by-step tutorial on "one of the most important operations in machine learning."
01/03/2024
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Embracing automated testing is crucial for achieving technical resilience in modern applications, and for web UI testing that embrace is easier with Microsoft's Playwright.
01/02/2024
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Spectral clustering is quite complex, but it can reveal patterns in data that aren't revealed by other clustering techniques.
12/18/2023
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What better way to learn about cutting-edge AI than creating a "copilot" assistant that can act as a mixologist, suggesting new cocktail recipes based on available ingredients?
12/12/2023
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Dr. James McCaffrey of Microsoft Research will teach how to do just that at an upcoming Visual Studio Live! developer conference.
12/07/2023
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K-means is comparatively simple and works well with large datasets, but it assumes clusters are circular/spherical in shape, so it can only find simple cluster geometries.
12/01/2023
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Compared to other clustering techniques, DBSCAN does not require you to explicitly specify how many data clusters to use, explains Dr. James McCaffrey of Microsoft Research in this full-code, step-by-step machine language tutorial.
11/15/2023