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所在平台: Udemy |
课程主页: https://www.udemy.com/course/pipeline-tidymodels/
课程评论：没有评论
课程名称：Crash Course: Machine Learning Pipeline and API using R 课程概述：在本课程中，您将快速了解使用R和tidymodels构建预测模型的迷人世界。课程将指导您使用tidymodels的主要包，帮助您构建一个自动回归管道，以便为自己的数据集调整模型。我们将介绍tidymodels，并展示如何使用plumber构建一个简单的API。在第一个章节的视频结束后，您将通过短小的测验来巩固知识。通过逐步学习，您将掌握构建回归管道的重要部分。在第二个章节中，我们将最终构建一个可以根据您的特定需求进行定制的管道，并通过plumber公开该管道。虽然本课程的内容相对密集，但我相信它将是一个很好的起点，帮助您在此基础上进一步学习。我假设您对R、tidyverse原则以及机器学习的基础知识有所了解，但即使您是完全的初学者，我认为本课程也能为您提供价值。期待在课程中见到您。 真诚的，Moritz
Hi, in this course you are going to get a quick introduction into the fascinating world of building predictive models in R using tidymodels. This course guides you through important packages of tidymodels to empower you to build an automatic regression pipeline, which you can use to tune a model for your own data set. I will introduce you to tidymodels and show you how you can build a simple API using plumber. We discover the important packages together. After each video in the first chapter you will solve short quizzes to deepen your knowledge. Step by step you will learn the important parts to build a regression pipeline.In the second chapter we will finally build the pipeline, which you can customize to your specific needs. We will make the pipeline available through plumber.This course is pretty dense in nature, but I believe that it is a very good starting point for you, since you will be able to build upon the material provided to you.I assume that you are familiar with R, tidyverse principles and the basics of machine learning. But even If you are a complete beginner, I think that this course can be valuable to you.I am looking forward seeing you in the course,Sincerely Moritz
