I am not understand to much about machine learning , and now i'd like to learn about it, beacuse i have use R for ploting(it makes me feel R is a great tool) , i want to use R as my machine learning language. So i am hoping someone could recommed some books or learning path for me for learning ML in R. from basic konwledge to advance is all ok, thank you !
My first book was R For Dummies. R For Dummies by De Vries, Andrie; Meys, Joris: Good (2015) | Read&Dream
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For ML, Posit/RStudio has been developing the tidymodels family of packages which aims to have a single workflow for all model types. So that could be a good place to start.
In particular, they have a book that should correspond to what you're looking for. There is also a lot of resources on the tidymodels website, but it's independent articles, not as a single, well-organized, book.
Another book of interest may be HOML, which I think focuses more on the ML concepts, less on the tools (they also use tidymodels but not only).
Thank you very much for your answer, I am going to learn it .
Hello, this is Gulshan Negi.
Well, there are lots of resources for learning it. Well, if we talk about books, then you can choose any one book from the below list.
- R Machine Learning Essentials by Cory Lesmeister
- Hands-On Machine Learning with R by Bradley Boehmke
- Mastering Machine Learning with R by Cory Lesmeister
- Advanced Analytics with R and Tableau by Jen Stirrup and Arshad Khan
- Data Science with R by Jeffrey Stanton
I hope it will help.
Thanks
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