Udemy - Quick Guide - Regression Pipeline with R & tidymodels torrent

Quick Guide: Regression Pipeline with R & tidymodels
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 858 MB | Duration: 1h 51m
Build a dynamic Regression Pipeline with tidymodels and plumber
What you'll learn
Build a regression pipeline with R using tidymodels
Make your analysis available through plumber
Make predictions on a new data set using your trained model
Visualize cross validation results
Learn how to render a rmarkdown document as html with parameters
Learn how to tune hyperparameters using tidymodels

Description
Hi,

in this course you are going to get a quick introduction into the fascinating world of building predictive models using tidymodels. This course guides you through important packages of tidymodels to empower you to build a 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.