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所在平台: Udemy |
课程主页: https://www.udemy.com/course/aspnet-core-razor-pages-machine-learning-project-based/
课程评论：没有评论
**课程名称：** ASP.NET Core Razor Pages + 机器学习 (项目驱动) **课程概述：** 本课程旨在使学员能够独立承担 ASP.NET Core Razor Pages 项目。学员将学习如何在 .NET 应用程序中创建和使用机器学习模型。此外，课程还将涵盖一系列对职业发展至关重要的技能，包括但不限于：SQL 数据库设计与操作、Entity Framework Core、服务（接口与仓库模式）、依赖注入等。 **主要优势：** * **跨平台开发：** 掌握 ASP.NET Core，能够创建可在任何操作系统（包括 Windows 以外的系统）上部署和托管的企业级应用程序。 * **.NET 机器学习集成：** 轻松在 .NET 环境中使用 C# 创建机器学习模型，并将其无缝集成到 .NET 应用程序中，相较于集成其他框架的模型更为便捷。 * **数据库技能：** 学习 SQL 数据库操作，这是所有软件开发人员必备的核心技能，为处理企业数据系统奠定基础。 **课程内容安排：** 1. **Materialize CSS 入门：** 学习如何使用 Materialize CSS 美化应用程序界面。 2. **ASP.NET Core Razor Pages 项目实战：** * 创建第一个 ASP.NET Core Razor Pages 项目。 * 运用面向对象编程（OOP）实践开发 Web 应用程序。 * 深入学习 ASP.NET Core Razor Pages 的各项知识。 3. **机器学习模型创建 (控制台应用)：** * 创建用于机器学习的控制台应用程序。 * 最终目标是生成一个可用的机器学习模型。 4. **机器学习模型集成：** * 将之前创建的机器学习模型集成到 Web 应用程序中进行消费和使用。
At the end of this course you will be ready to work on any project of ASP.Net Core Razor Pages. You will learn how create and use machine learning models for.NET applications and you will also get other skills which will be very useful to your career moving forward. These includes but not limited to designing and working with SQL Databases,Entity Framework Core, services(interfaces and repositories),dependency injection and many more. There are many benefits of having the skills that will be offered in this course. Firstly, knowing how to use ASP.Net Core will help you to create enterprise applications that are cross platform(i.e can be deployed or hosted in any operating system(OS), not just Windows OS alone). This course will help you to easily create Machine Learning models in.NET environment using C# , using machine learning models created in.NET to.NET applications is very easy as compared to integrating models developed by other frameworks. In this course you will also learn how to work with SQL databases which is very essential for every software developer. Most businesses use SQL databases data for their systems.The first thing we are going to do in this course is to learn how to use Materialize CSS so that we can be able to make the appearance of our application to be great. After this section we are going to create our first project of ASP.Net Core Razor Pages. We are going to use object oriented programming practices to develop our web application. It is in this section where you are going to learn a lot about ASP.NET Core Razor Pages. Then, we are going to move to the next section where we are going to create a Console Application for machine learning purposes. The end result of this section will be a machine learning model. In our last section we are going consume our machine learning model created in the previous section.
