diff --git a/docs/using/selecting.md b/docs/using/selecting.md
index 6c536b7c..d61e3c22 100644
--- a/docs/using/selecting.md
+++ b/docs/using/selecting.md
@@ -60,10 +60,10 @@ repository. The following sections describe these images including their content
 [tidyr](http://tidyr.tidyverse.org/), [readr](http://readr.tidyverse.org/), [purrr](http://purrr.tidyverse.org/), [tibble](http://tibble.tidyverse.org/),
 [stringr](http://stringr.tidyverse.org/), [lubridate](http://lubridate.tidyverse.org/), and
 [broom](https://cran.r-project.org/web/packages/broom/vignettes/broom.html) from [conda-forge](https://conda-forge.github.io/feedstocks)
-* [plyr](https://cran.r-project.org/web/packages/plyr/index.html), [devtools](https://cran.r-project.org/web/packages/devtools/index.html),
+* [devtools](https://cran.r-project.org/web/packages/devtools/index.html),
 [shiny](https://shiny.rstudio.com/), [rmarkdown](http://rmarkdown.rstudio.com/), [forecast](https://cran.r-project.org/web/packages/forecast/forecast.pdf),
-[rsqlite](https://cran.r-project.org/web/packages/RSQLite/index.html), [reshape2](https://cran.r-project.org/web/packages/reshape2/reshape2.pdf),
-[nycflights13](https://cran.r-project.org/web/packages/nycflights13/index.html), [caret](http://topepo.github.io/caret/index.html),
+[rsqlite](https://cran.r-project.org/web/packages/RSQLite/index.html),
+[nycflights13](https://cran.r-project.org/web/packages/nycflights13/index.html), [caret](http://topepo.github.io/caret/index.html), [tidymodels](https://www.tidymodels.org/),
 [rcurl](https://cran.r-project.org/web/packages/RCurl/index.html), and [randomforest](https://cran.r-project.org/web/packages/randomForest/randomForest.pdf)
 packages from [conda-forge](https://conda-forge.github.io/feedstocks)
 
diff --git a/r-notebook/Dockerfile b/r-notebook/Dockerfile
index 3be64c85..f454c931 100644
--- a/r-notebook/Dockerfile
+++ b/r-notebook/Dockerfile
@@ -25,8 +25,8 @@ USER $NB_UID
 
 # R packages
 RUN conda install --quiet --yes \
-    'r-base=3.6.3' \
-    'r-caret=6.0*' \
+    'r-base=4.0.0' \
+    'r-caret=6.*' \
     'r-crayon=1.3*' \
     'r-devtools=2.3*' \
     'r-forecast=8.12*' \
@@ -35,16 +35,15 @@ RUN conda install --quiet --yes \
     'r-htmlwidgets=1.5*' \
     'r-irkernel=1.1*' \
     'r-nycflights13=1.0*' \
-    'r-plyr=1.8*' \
     'r-randomforest=4.6*' \
     'r-rcurl=1.98*' \
-    'r-reshape2=1.4*' \
-    'r-rmarkdown=2.1*' \
+    'r-rmarkdown=2.2*' \
     'r-rodbc=1.3*' \
     'r-rsqlite=2.2*' \
     'r-shiny=1.4*' \
     'r-tidyverse=1.3*' \
     'unixodbc=2.3.*' \
+    'r-tidymodels=0.1*' \
     && \
     conda clean --all -f -y && \
     fix-permissions "${CONDA_DIR}"