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Model Builder makes it easy to get started with Machine Learning and create your first model. As you gather more data over time, you may want to continuously refine or retrain your model. Using a combination of CLI and Azure tooling, you can train a new ML.NET model and integrate the training into a pipeline. This blog post shows an example of a training pipeline that can be easily rerun using Azure. We’re going to use Azure Machine Learning Datasets to track data and an Azure ML Pipeline to train a new model. This retraining pipeline can then be triggered by Azure DevOps. In this post, we will cover: Creating an Azure Machine Learning Dataset Training a ML.NET model via the Azure Machine Learning CLI (v2) Creating a pipeline in Azure DevOps for re-training Prerequisites Azure Machine Learning Workspace Compute Cluster in the workspace Creating an Azure Machine Learning Dataset Open the workspace in the Microsoft Azure Machine Learning Studio . We need to create a f...

Curriculum for the course Learn JavaScript by Building 7 Games - Full Course Learn JavaScript by building 7 retro games. ✏️ Ania Kubów created this course. Check out her channel: https://www.youtube.com/aniakubow 💻 GitHub Links: Rock Paper Scissors: https://github.com/kubowania/rock-paper-scissors-x3 Memory Game: https://github.com/kubowania/memory-game Whac-a-mole: https://github.com/kubowania/whac-a-mole Breakout: https://github.com/kubowania/breakout Frogger: https://github.com/kubowania/Frogger Connect Four: https://github.com/kubowania/connect-four Space Invaders: https://github.com/kubowania/space-invaders ⭐️ Course Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:01:56) Rock Paper Scissors ⌨️ (0:18:42) Memory Game ⌨️ (1:04:37) Whac-a-mole ⌨️ (1:30:39) Breakout ⌨️ (2:31:10) Frogger ⌨️ (3:40:02) Connect Four ⌨️ (4:08:23) Space Invaders 🎉 Thanks to our Champion and Sponsor supporters: 👾 Raymond Odero 👾 Agustín Kussrow 👾 aldo ferretti 👾 Otis Morgan 👾 DeezMaster -- Learn ...

Hi friends, I put together two posts where I’m going to teach you the basics of the GitHub Actions platform. In this first post, you’ll learn how GitHub Actions can improve your .NET development experience and team productivity. I’ll show you how to use them to automate common .NET app dev scenarios with workflow composition. In the next post, I’ll show you how to create a custom GitHub Action written in .NET. An introduction to GitHub Actions Developers that use GitHub for managing their git repositories have a powerful continuous integration (CI) and continuous delivery (CD) feature with the help of GitHub Actions. A common developer scenario is when developers propose changes to the default branch (typically main ) of a GitHub repository. These changes, while often scrutinized by reviewers, can have automated checks to ensure that the code compiles and tests pass. GitHub Actions allow you to build, test, and deploy your code right from your source code repository on https://gith...

Hi friends, I put together two posts where I’m going to teach you the basics of the GitHub Actions platform. In this first post, you’ll learn how GitHub Actions can improve your .NET development experience and team productivity. I’ll show you how to use them to automate common .NET app dev scenarios with workflow composition. In the next post, I’ll show you how to create a custom GitHub Action written in .NET. An introduction to GitHub Actions Developers that use GitHub for managing their git repositories have a powerful continuous integration (CI) and continuous delivery (CD) feature with the help of GitHub Actions. A common developer scenario is when developers propose changes to the default branch (typically main ) of a GitHub repository. These changes, while often scrutinized by reviewers, can have automated checks to ensure that the code compiles and tests pass. GitHub Actions allow you to build, test, and deploy your code right from your source code repository on https://gith...

Curriculum for the course .NET Microservices – Full Course for Beginners Learn the foundational elements of a microservices architecture with .NET in this beginner level course. You will incrementally building a real microservices-based application with the .NET platform and C#. 💻 Get the code: https://youtube.dotnetmicroservices.com/netmicroservicesbasics ✏️ Course created by Julio Casal. Check out his channel: https://www.youtube.com/channel/UCw8aBxRvQ2ksWNFuO5eHdmA 🔥 Want to master microservices? Learn more from Julio here: https://dotnetmicroservices.com ⭐️ Course Contents ⭐️ ⌨️ (0:00:14) Module 1- Welcome to the course! ⌨️ (0:04:52) Development environment setup ⌨️ (0:12:39) Customizing VS Code for C# Development ⌨️ (0:17:37) What's wrong with the monolith? ⌨️ (0:25:32) What are microservices? ⌨️ (0:35:18) Module 2- Your first microservice ⌨️ (0:35:53) Creating a microservice via the .NET CLI ⌨️ (0:45:46) Introduction to the REST API and DTOs ⌨️ (0:47:35) Adding the...

Curriculum for the course Flutter Course for Beginners Learn how to use Flutter in this complete course for beginners. Flutter is an open-source UI software development kit used to create cross-platform applications for iOS, Android, Windows, Mac, and more. 💻 GitHub repo: https://github.com/vandadnp/mynotes-course ✏️ Course developed by Vandad Nahavandipoor. Check out his channel: https://www.youtube.com/channel/UC8NpGP0AOQ0kX9ZRcohiPeQ 🔗 Discord study group (for questions and answers about this course): https://discord.gg/C8UpxJyU4n 🔗 Setting up Firebase CLI and FlutterFire CLI on Windows: https://www.youtube.com/watch?v=nQ3AhFo2rKc ⭐️ Course Contents ⭐️ ⌨️ (00:00:00) Introduction ⌨️ (00:02:57) Developer Accounts ⌨️ (00:39:12) Setup ⌨️ (01:14:42) Introduction to Dart ⌨️ (02:01:26) Dart Control Statements and Collections ⌨️ (02:46:44) Sound Null safety in Dart ⌨️ (03:27:12) Dart Enumerations, Classes and Objects ⌨️ (04:18:36) Advanced Dart ⌨️ (05:00:41) Project Setup ⌨️ (05...

Visual Studio 17.1 (Visual Studio 2022 Update 1) and .NET SDK 6.0.200 include preview features for C# 11! You can update Visual Studio or download the latest .NET SDK to get these features. Check out the post Visual Studio 2022 17.1 is now available! to find out what’s new in Visual Studio and the post Announcing .NET 7 Preview 1 to learn about more .NET 7 preview features. Designing C# 11 We love designing and developing in the open! You can find proposals for future C# features and notes from language design meetings in the CSharpLang repo . The main page explains our design process and you can listen to Mads Torgersen on the .NET Community Runtime and Languages Standup where he talks about the design process. Once work for a feature is planned, work and tracking shifts to the Roslyn repo. You can find the status of upcoming features on the Feature Status page . You can see what we are working on and what’s merged into each preview. You can also look back at previous version...

.NET 7 Preview 1 is now available! . This is the first preview of the next major version of .NET, which will include the next wave of innovations for web development with ASP.NET Core. In .NET 7 we plan to make broad investments across ASP.NET Core. Below are some of the areas we plan to focus on: Performance : .NET 6 contained many performance improvements for ASP.NET Core , and we’ll do work to make ASP.NET Core even faster and more efficient in .NET 7. HTTP/3 : HTTP/3 support shipped as a preview feature in .NET 6. For .NET 7, we want to finish it and make it a supported feature that’s enabled by default. In future previews, you can expect to see advanced TLS features and more performance improvements in our HTTP/3 support. Minimal APIs : Add support for endpoint filters and route grouping as core primitives for minimal APIs. Also simplify authentication and authorization configurations for APIs in general. gRPC : We’re investing in gRPC JSON transcoding. This feature allows g...

Curriculum for the course C++ Programming Course - Beginner to Advanced Learn modern C++ 20 programming in this comprehensive course. 💻 Source code: https://github.com/rutura/The-C-20-Masterclass-Source-Code ✏️ Course developed by Daniel Gakwaya. Check out his YouTube channel: https://www.youtube.com/channel/UCUYUFiuJ5XZ3JYtbq5dXRKQ 🐦 Twitter: https://twitter.com/learnqtguide 🔗 Want more from Daniel? https://www.learnqt.guide/udemy-discounted-9/ 🔗 Join Daniel's discord server for support: https://discord.com/invite/PcATcraESW ⭐️ Course Contents ⭐ (0:00:00) Introduction (0:04:32) Chapter 1: Setting up the tools Tools Installing C++ Compilers on Windows Installing VS Code on Windows Configuring Visual Studio Code for C++ on Windows Installing C++ Compilers on Linux Installing Visual Studio Code on Linux Configuring Visual Studio Code for C++ on Linux Installing C++ Compilers on MacOs Installing Visual Studio Code on MacOs Configuring Visual Studio Code for C++ on MacOs On...