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Dr. James McCaffrey of Microsoft Research explains GMM clustering in a full-code, step-by-step tutorial, noting his data scientists colleagues have different opinions about the complicated technique.
11/01/2023
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Compared to other regression techniques, a well-tuned neural network regression system can produce the most accurate prediction model, says Dr. James McCaffrey of Microsoft Research in presenting this full-code, step-by-step tutorial.
10/18/2023
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Dr. James McCaffrey of Microsoft Research says the technique is easy to tune, works well with small datasets and produces highly interpretable predictions, but there are also trade-off cons.
10/02/2023
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Creating any kind of software application is difficult enough, but in the cloud things only get harder when complexities like microservices, distributed teams and so on are thrown into the mix.
09/19/2023
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GPR works well with small datasets and generates a metric of confidence of a predicted result, but it's moderately complex and the results are not easily interpretable, says Dr. James McCaffrey of Microsoft Research in this full-code tutorial.
09/15/2023
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Going beyond the many "hello world" presentations out there, expert developer and presenter Chris Klug specializes in sharing his higher-level knowledge on topics including Microsoft's ASP.NET Core framework for web development.
09/14/2023
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With software development's AI-powered future recently announcing itself, putting AI to work right now in your apps is a good way to position yourself for that future today.
09/07/2023
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The main advantages of KNNR are simplicity and interpretability, says Dr. James McCaffrey of Microsoft Research in presenting this full-code, step-by-step tutorial.
09/05/2023
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The positive impact authoring readable code can have on your career can be enormous, as developers spend far more time reading code than writing it.
08/24/2023
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Web devs looking for a performance boost can pick some low-hanging fruit by using caching, but the topic might be more complicated than it seems and could affect stability.
08/16/2023
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KRR is especially useful when there is limited training data, says Dr. James McCaffrey of Microsoft Research in this full-code, step-by-step tutorial.
08/15/2023
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Implementing LRR from scratch is harder than using a library like scikit-learn, but it helps you customize your code, makes it easier to integrate with other systems, and gives you a complete understanding of how LRR works.
08/01/2023
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Dr. James McCaffrey of Microsoft Research offers a full-code, step-by-step tutorial for this technique, especially useful when there is limited training data.
07/18/2023
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The idea is to reduce the cost, time and risk of delivering changes so you can deploy more often and ensure that your software is heading in the right direction.
07/12/2023
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While ledger is a game-changer for security, SQL Server 2022 also introduced new functionality around Dynamic Data Masking (DDM), T-SQL enhancements and more.
07/10/2023
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Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on this regression technique, which is especially useful when there is limited training data.
07/06/2023
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"Until Blazor, most of us were stuck writing services in C# and the client in JavaScript, but now we can get back to an environment where it is possible to share code between server and client, along with having just one technology to learn."
07/05/2023
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With Microsoft's "copilot" AI assistants springing up everywhere, here are the 10 most popular VS Code tools that mention or are tagged with the term.
06/30/2023
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Jason Bock will explain what's new in .NET 7 APIs at a big August developer conference in San Diego.
06/29/2023
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Are you mystified by all the Azure services Microsoft provides to help developers build .NET apps in the cloud?
06/20/2023
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Machine learning with neural networks is sometimes said to be part art and part science. Dr. James McCaffrey of Microsoft Research teaches both with a full-code, step-by-step tutorial.
06/15/2023
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Once you get a handle on how containers actually work and containerizations concepts, it's time for you to think about how you will run them in Azure.
06/13/2023
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Dr. James McCaffrey of Microsoft Research says the main advantage of using Gaussian naive Bayes classification compared to other techniques like decision trees or neural networks is that you don't have to fine tune model parameters.
05/31/2023
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Easy-to-make tools can provide just about whatever functionality you need instantly with a three-stroke key combination.
05/22/2023
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What's an Azure cloud dev to do for messaging in that fancy new app? From messages to events, from streams to publish and subscribe, the options seem overwhelming.
05/19/2023