作者简介
Hefin I. Rhys is a senior laboratory research scientist at the Francis Crick Institute. He runs his own YouTube channel of screen cast tutorials for R and RStudio.
内容简介
Summary
Machine learning (ML) is a collection of programming techniques for discovering relationships in data. With ML algorithms, you can cluster and classify data for tasks like making recommendations or fraud detection and make predictions for sales trends, risk analysis, and other forecasts. Once the domain of academic data scientists, machine learning has become a mainstream business process, and tools like the easy -to-learn R programming language put high-quality data analysis in the hands of any programmer. Machine Learning with R, the tidyverse, and mlr teaches you widely used ML techniques and how to apply them to your own datasets using the R programming language and its powerful ecosystem of tool s. This book will get you started!
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the book
Machine Learning with R, the tidyverse, and mlr gets you started in machine learning using R Studio and the awesome mlr machine learning package. This practical guide simplifies theory and avoids needlessly complicated statistics or math. All core ML techniques are clearly explained through graphics and easy-to-grasp examples. In each engaging chapter, you’ll put a new algorithm into action to solve a quirky predictive analysis problem, including Titanic survival odds, spam email filtering, and poisoned wine investigation.
What's inside
Using the tidyverse packages to process and plot your data
Techniques for supervised and unsupervised learning
Classification, regression, dimension reduction, and clustering algorithms
Statistics primer to fill gaps in your knowledge
About the reader
For newcomers to machine learning with basic skills in R.
Hefin I. Rhys is a senior laboratory research scientist at the Francis Crick Institute. He runs his own YouTube channel of screencast tutorials for R and RStudio.
下载地址
【新用户手机夸克APP转存可以获得1TB免费空间】
夸克网盘「电影」精选合集：https://pan.quark.cn/s/0755e002f4b6
夸克网盘「纪录片」精选合集：https://pan.quark.cn/s/8c76cd47e8be
夸克网盘「音乐」精选合集：https://pan.quark.cn/s/c999e39a7f49
夸克网盘「教程」精选合集：https://pan.quark.cn/s/27984fcacdad
夸克网盘「书籍」精选合集：https://pan.quark.cn/s/2532536273dd
评论列表
发表评论