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The basic idea is to provide unified API abstractions, especially for idiomatic C# code, to help platform developers and others work with any provider with standard implementations for caching, telemetry, tool calling and other common tasks.
10/09/2024
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Visual Studio guru Mads Kristensen provided a peek into the IDE's AI future, explaining how while in live-coding it will identify opportunities for your own app to use AI to your advantage.
10/08/2024
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Millions of Python developers using VS Code find updated data science functionality in the new release of version 1.94, the September 2024 edition of Microsoft's open-source-based editor.
10/07/2024
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Further leveraging the relationship that vaulted Microsoft and OpenAI into leadership positions in the AI era, Microsoft this week announced stable versions of two new OpenAI libraries.
10/04/2024
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Dr. James McCaffrey of Microsoft Research presents a full demo of k-nearest neighbors classification on mixed numeric and categorical data. Compared to other classification techniques, k-NN is easy to implement, supports numeric and categorical predictor variables, and is highly interpretable.
10/01/2024
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Microsoft has long acknowledged third-party vendor contributions to dev tooling ecosystems like Blazor and is now doing the same for its newly open-sourced .NET Smart Components.
09/20/2024
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New extension pack bundles wildly popular tools for Python development, assisted by the AI-powered GitHub Copilot and a data wrangler.
09/19/2024
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Sometimes, complex technical achievements are best explained through one example. That's the approach Mete Atamel, Developer Advocate at Google, is taking as he makes the rounds detailing the capabilities of Vertex AI and associated tooling on the Google Cloud Platform.
09/18/2024
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Several reports have answered "yes" to the question of whether GitHub Copilot improves developer productivity. A new one says "no."
09/17/2024
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Dr. James McCaffrey from Microsoft Research presents a complete end-to-end program that explains how to perform binary classification (predicting a variable with two possible discrete values) using logistic regression, where the prediction model is trained using batch stochastic gradient descent with weight decay.
09/16/2024
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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