Microsoft Accessing Data with .NET Framework












Accessing Data with Microsoft .NET Framework exam
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Microsoft is bringing visible Studio to the browser, unveils .net 5, and launches ML.web 1.0

construct is Microsoft’s annual developer convention, which makes visual Studio and .web the celebs of the display. build 2019 isn't any different: Microsoft previewed new visual Studio points for faraway work, unveiled the .net roadmap, and launched ML.internet 1.0.

In April, Microsoft launched visual Studio 2019 for home windows and Mac. Two exquisite points were visible Studio reside Share, a true-time collaboration device blanketed with visible Studio 2019, and visible Studio IntelliCode, an extension providing AI-assisted code completion.

Visual Studio Intellicode

At build 2019, Microsoft shared that IntelliCode’s capabilities at the moment are often obtainable for C# and XAML in visible Studio 2019 and for Java, JavaScript, TypeScript, and Python in visible Studio Code. And IntelliCode is now blanketed by means of default in visual Studio 2019, starting in edition sixteen.1 Preview 2. The company also previewed an algorithm that can in the community music your edits — repeated edit detection — and suggest other locations where you need that identical trade.

but that’s simply the tip of the iceberg.

visible Studio is going faraway

Microsoft is experimenting with elements that permit builders work from anywhere, on any equipment. The business nowadays announced a personal preview for three such new capabilities: far off-powered developer tools, cloud-hosted developer environments, and a browser-based mostly internet partner device. If the future of work is remote, Microsoft wants to be in a position.

The appropriate-requested visual Studio live Share characteristic on GitHub is particular person far flung construction. Enter visual Studio far flung construction, an alternative to the usage of SSH/Vim and RDP/VNC, which lets visual Studio clients connect their local tools to a WSL, Docker container, or SSH atmosphere. attainable in deepest preview, the tool supports C# and C++. The capacity to increase in opposition t far flung machines brings lots of merits, Microsoft says, together with being able to work on a different OS than the deployment target of your software, being capable of leverage better-end hardware, and having multi-computer portability.

The subsequent inner most preview lets developers provision completely managed cloud-hosted construction environments on-demand. A cloud-hosted developer atmosphere capability developers spend less time onboarding new team members, moving between projects, and setting up dependencies and more time coding. the brand new service permits you to spin up a cloud-primarily based environment whenever you deserve to work on a new mission, select up a brand new task, or assessment a PR. And, of course, these environments will also be linked to visible Studio 2019 and/or visual Studio Code.

Visual Studio Online screenshot

Microsoft additionally introduced the private preview of visual Studio online, a brand new internet-based editor in accordance with visible Studio Code. From online.visualstudio.com, that you can entry your faraway environments and edit code in a browser. visible Studio online will aid visible Studio Code workspaces, visual Studio’s projects and options, in addition to IntelliCode and live Share. It skill you can be a part of visible Studio live Share classes or operate pull request experiences on the go.

.net 5 and beyond

.NET 5 unified platform

Microsoft also announced that it's skipping .net 4 to evade confusion with the .net Framework, which has been on version four for years. Going ahead, developers might be able to use .internet to goal home windows, Linux, macOS, iOS, Android, tvOS, watchOS, WebAssembly, and greater. .internet Core three should be succeeded through .internet 5, that includes new .web APIs, runtime capabilities, and language facets. Calling it .web 5 makes it the maximum edition Microsoft has ever shipped and shows that the business hopes it is the future for the .web platform.

.internet Core three closes an awful lot of the final capability hole with .internet Framework 4.8, enabling windows types, WPF, and Entity Framework 6. .web 5 will construct on this work, Microsoft says, combining .web Core, .web Framework, Xamarin, and Mono (the customary go-platform implementation of .net) right into a single platform.

Microsoft made three promises for .internet 5:

  • Java interoperability will be available on all structures.
  • goal-C and Swift interoperability may be supported on varied working systems.
  • CoreFX may be prolonged to assist static compilation of .internet (forward-of-time – AOT), smaller footprints and guide for greater working programs.
  • additionally, .net 5 will provide both simply-in-Time (JIT) and ahead-of-Time (AOT) compilation models. JIT has more advantageous performance for desktop/server workloads and development environments. AOT has a faster startup and a small footprint, which is required for cell and IoT instruments. .net 5 will present one unified toolchain supported by new SDK challenge kinds and a versatile deployment model (aspect-by using-side and self-contained EXEs).

    .NET roadmap

    Microsoft additionally shared its .web roadmap. First, .internet Core three will ship in September. subsequent, .internet 5 will ship in November 2020, with the first preview available in the first half of 2020. Microsoft then intends to ship a major edition of .net annually, in November.

    “This new challenge and route is a video game-changer for .net,” Microsoft declared. “With .web 5, your code and task files will appear and suppose the equal no count number which class of app you are building. You can have access to the same runtime, API, and language capabilities with each and every app.”

    ML.internet 1.0

    ML .NET 1.0 RTM

    deepest previews and roadmaps aside, Microsoft also had a first rate launch nowadays: ML.web 1.0. Hitting established availability at build 2019 is fitting, considering ML.internet 0.1 become brought ultimate yr at build 2018. that you may download ML.web 1.0 now from right here.

    ML.net is an open supply and pass-platform framework that runs on home windows, macOS, and Linux. ML.internet’s interior edition has been used for essentially a decade to energy Microsoft products like Powerpoint’s Design ideas, home windows hello, PowerBI Key Influencers, and Azure desktop studying.

    ML.NET 1.0 samples

    The framework makes computing device learning attainable for .web builders (samples) so they can construct AI into their functions with custom machine gaining knowledge of fashions. ML.web lets developers create and use computing device getting to know fashions concentrated on situations similar to sentiment evaluation, situation classification, forecasting, thoughts, fraud detection, photo classification, etc. ML.web comes prepackaged with a collection of transforms for records processing, ML algorithms, ML information-varieties, and extensions that provide accessibility to TensorFlow for deep researching scenarios and ONNX, amongst others.

    With ML.internet 1.0 launched, Microsoft is longing for the subsequent features, including:

  • better AutoML event for all ML situations
  • Deep getting to know support with TensorFlow and Torch
  • guide for different facts sources (e.g. SQL, Cosmos DB, etc.)
  • Scale-out on Azure
  • enhanced tooling support for mannequin Builder and ML.internet CLI
  • ML @ Scale with .web for Apache Spark integration
  • New ML kinds in .internet
  • further ML projects
  • ML.NET 1.0 Model Builder

    additionally, Microsoft is introducing new ML points and tooling experiences in visible Studio. automatic laptop gaining knowledge of (AutoML), given an information set, automatically figures out the featurization and algorithm option phase to construct the most suitable-performing models. that you would be able to leverage the AutoML experience in ML.net using the ML.internet command line interface (CLI, available now in preview), the ML.net mannequin Builder (visible Studio extension now in preview), or through the use of the AutoML API directly.


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