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The fundamental technique has been studied for decades, thus creating a huge amount of information and alternate variations that make it hard to tell what is key vs. non-essential information.
01/18/2023
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Dr. James McCaffrey of Microsoft Research: When multi-class data is skewed toward one or more classes, it's very important to analyze accuracy by class.
01/03/2023
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Dr. James McCaffrey of Microsoft Research uses full code samples to detail an evolutionary algorithm technique that apparently hasn't been published before.
12/20/2022
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Dr. James McCaffrey of Microsoft Research says that when quantum computing becomes generally available, evolutionary algorithms for training huge neural networks could become a very important and common technique.
12/13/2022
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Dr. James McCaffrey of Microsoft Research updates regression techniques and best practices guidance based on experience over the past two years, reflecting rapid advancements in machine learning with deep neural techniques.
11/14/2022
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Machine learning with deep neural techniques has advanced quickly, so Dr. James McCaffrey of Microsoft Research updates regression techniques and best practices guidance based on experience over the past two years.
11/01/2022
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Dr. James McCaffrey of Microsoft Research explains how to train a network, compute its accuracy, use it to make predictions and save it for use by other programs.
10/14/2022
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Because machine learning with deep neural techniques has advanced quickly, our resident data scientist updates binary classification techniques and best practices based on experience over the past two years.
10/05/2022
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What do you do when your simple EF app isn't so simple anymore and entity relationships are getting complex and you're getting worried about performance problems. Can you even use EF in a high-performance, scalable web application?
10/03/2022
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Microsoft says Razor Pages development in ASP.NET Core can make coding page-focused web-dev scenarios easier and more productive than using the controllers and views integral to another option: the Model View Controller (MVC) approach.
09/26/2022
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Learn how offerings like Ionic, Cordova and others provide an alternative to straight web-dev, Progressive Web Applications (PWAs), native development and other cross-platform dev frameworks like Xamarin (now .NET MAUI), Flutter, React Native and so on.
09/19/2022
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Following new best practices, Dr. James McCaffrey of Microsoft Research revisits multi-class classification for when the variable to predict has three or more possible values.
09/12/2022
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The red-hot Blazor project has been burning through the Microsoft-centric web-dev world with its brand-new C#-based experience, but does the hype match the reality?
09/08/2022
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Dr. James McCaffrey of Microsoft Research updates previous tutorials with new, cutting-edge deep neural machine learning techniques.
09/06/2022
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The microservices architectural style is one of the foundational pillars of today's cloud-native development world, along with modern design, containers, backing services and automation.
09/02/2022
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"If your manager asks you why your project should upgrade to .NET 7, you can say 'in addition to all the new functionality in the release, .NET 7 is super fast.'
08/31/2022
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One use case for the analysis of variance statistics technique is asking if student performances are the same in three classrooms taught by the same teacher but with different textbooks, says Dr. James McCaffrey of Microsoft Research.
08/17/2022
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With no built-in functions for classical statistics analyses in the .NET library, Dr. James McCaffrey of Microsoft Research explains how to roll your own from scratch.
08/02/2022
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After previously discussing permutations, Dr. James McCaffrey of Microsoft Research uses step-by-step examples and full code presentations to explore combinations.
07/20/2022
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My Copilot does a lot of cool things, but sometimes it repeats itself and doesn't seem to want to compute the value of pi.
07/07/2022
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Get ready to use the BigInteger data type as Dr. James McCaffrey of Microsoft Research demonstrates zero-based mathematical permutations with C#.
07/05/2022
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Trying out some hidden functionality that can be enabled with a few mouse clicks (and maybe an IDE restart).
06/23/2022
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Dr. James McCaffrey of Microsoft Research uses a full code program for a step-by-step explanation of this machine learning technique that indicates if patterns are random.
06/17/2022
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Dr. James McCaffrey of Microsoft Research explains the classical machine learning technique typically used for binary classification -- predicting an outcome that can only be one of two discrete values.
06/01/2022
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Dr. James McCaffrey of Microsoft Research explains the machine learning technique, which can be used to predict a person's happiness score from their income and education, for example.
05/19/2022