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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
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GitHub topped research firm's Gartner's inaugural Magic Quadrant report on AI code assistants, with Copilot leading in both completeness of vision and ability to execute.
08/26/2024
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"You can use your favorite VS Code setup, either desktop or web, to build, train, deploy, debug, and manage machine learning models with Azure Machine Learning from within VS Code."
08/23/2024
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Yesterday's .NET Conf Focus on AI online event highlighted Microsoft's latest/greatest AI dev tooling, including the newly open-sourced .NET Smart Components.
08/21/2024
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The ability for admins to configure Copilot to ignore specific files in repositories or organizations joins a raft of other enhancements that affect everything from commit histories to pull requests to targeted slash commands and more.
08/19/2024
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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
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Microsoft's Mads Kristensen heavily emphasized the community contributions that helped the dev team ship the brand-new Visual Studio 2022 version 17.11, which includes new features, improvements and fixes across the board spawned from the ideas of users.
08/14/2024
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Many organizations jumped on the Gen AI bandwagon in a big way, but now that it has fallen into the "trough of disillusionment," it might be time to check copilot usage to control costs, check for inappropriate or risky behavior and so on.
08/12/2024
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A highlight of the latest release of Microsoft's Visual Studio Code open-source-based code editor is the ability to pick your default browser for opening links, along with access to new advanced AI model.
08/09/2024
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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
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As AI matures, agents are one of the most significant areas of development, and Microsoft's Semantic Kernel AI dev tooling is getting them, as an experiment for now.
08/02/2024
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GitHub Models is unveiled as a limited public beta to help platform's 100-million-plus developers try out the latest/greatest AI models from a range of providers.
08/01/2024
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Visual Studio devs who have become dependent upon GitHub Copilot AI assistance will have to wait a while for a hot new feature already available in VS Code.
07/31/2024
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In revealing future plans for its Semantic Kernel AI dev tooling, Microsoft said it's going small -- at lease in terms of AI model size.
07/31/2024
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Prompt engineering positions might not be pulling down $335,000 salaries anymore, but Microsoft is continuing to pump out AI model prompting guidance, with a recent effort being Prompty, described as an intuitive prompt playground delivered in a Visual Studio Code extension.
07/30/2024
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Developers who use Google's Gemini Code Assist tool in Microsoft's Visual Studio Code editor were this month informed the tool would be free to use until Nov. 8, 2024, an extension of a previous July 11 deadline.
07/29/2024
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In this year's big Stack Overflow developer survey things are much the same for Microsoft-centric data points: VS Code and Visual Studio still rule the IDE roost, while .NET maintains its No. 1 position among non-web frameworks.
07/26/2024
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AI assistants have improved coding productivity, but how do you know if they're getting better?
07/22/2024
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GitHub just updated its online open data and insights platform that provides information on the global and local impact of developers, letting users instantly see their own software development trends.
07/17/2024
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Microsoft yesterday announced its dev execs will focus on cloud-native development with .NET Aspire -- along with modern SQL with a touch of AI in Microsoft Fabric -- at a developer conference next month at the company's Redmond headquarters.
07/16/2024
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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
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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
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In the age of GitHub Copilot, ChatGPT, Google Gemini and all the rest, one of the most-used AI coding assistants is still the venerable IntelliCode feature of Microsoft's Visual Studio IDE, whose six-year-old tech now seems positively ancient.
06/26/2024
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GitHub supercharged search for its Copilot Enterprise AI assistant in both Microsoft's Visual Studio IDE and Visual Studio Code so developers can now get results from well beyond local codebases, including the internet.
06/25/2024
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This reporter, recently accepted to preview GitHub Copilot for Azure, has thus far found the tool to be, well, glitchy.
06/20/2024