Reddit reviews Linear Models with R (Chapman & Hall/CRC Texts in Statistical Science)

Disregard this suggestion. Those books are about supervised machine learning for the most part. With some unsupervised data mining stuff also. Not even slightly what you should look at and would not be taught in a stats class. If it says '____learning' it is probably machine learning.

Here are some actual stats books that are very good:

https://www.wiley.com/en-us/Understanding+and+Applying+Basic+Statistical+Methods+Using+R-p-9781119061397

https://www.amazon.com/Linear-Models-Chapman-Statistical-Science/dp/1439887330

Linear Models with R by Faraway and following that Extending the Linear Models for generalized linear model. Faraway has a R library ("Faraway") with datasets that he uses in his textbook.

These two books are what we used at UCLA for graduate level stats.