diff --git a/R/customvision.R b/R/customvision.R
index 748dfc9..6189d9a 100644
--- a/R/customvision.R
+++ b/R/customvision.R
@@ -57,7 +57,7 @@ print.customvision_project <- function(x, ...)
 #' @seealso
 #' [`customvision_training_endpoint`], [`add_images`], [`train_model`], [`publish_model`], [`predict.customvision_model`], [`do_training_op`]
 #'
-#' - [CustomVision.ai](https://customvision.ai/): An interactive site for building Custom Vision models, provided by Microsoft
+#' - [CustomVision.ai](https://www.customvision.ai/): An interactive site for building Custom Vision models, provided by Microsoft
 #' - [Training API reference](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.0/operations/5c771cdcbf6a2b18a0c3b7fa)
 #' - [Prediction API reference](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Prediction_3.0/operations/5c82db60bf6a2b11a8247c15)
 #' @examples
diff --git a/man/customvision_project.Rd b/man/customvision_project.Rd
index c4fc4d7..7027768 100644
--- a/man/customvision_project.Rd
+++ b/man/customvision_project.Rd
@@ -86,7 +86,7 @@ update_project(endp, "myproject", export_target="vaidk")
 \seealso{
 \code{\link{customvision_training_endpoint}}, \code{\link{add_images}}, \code{\link{train_model}}, \code{\link{publish_model}}, \code{\link{predict.customvision_model}}, \code{\link{do_training_op}}
 \itemize{
-\item \href{https://customvision.ai/}{CustomVision.ai}: An interactive site for building Custom Vision models, provided by Microsoft
+\item \href{https://www.customvision.ai/}{CustomVision.ai}: An interactive site for building Custom Vision models, provided by Microsoft
 \item \href{https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.0/operations/5c771cdcbf6a2b18a0c3b7fa}{Training API reference}
 \item \href{https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Prediction_3.0/operations/5c82db60bf6a2b11a8247c15}{Prediction API reference}
 }
diff --git a/vignettes/customvision.Rmd b/vignettes/customvision.Rmd
index d76e82d..fee16b6 100644
--- a/vignettes/customvision.Rmd
+++ b/vignettes/customvision.Rmd
@@ -93,7 +93,7 @@ Here, we specify the export target to be `standard` to support exporting the fin
 
 ### Adding and tagging images
 
-Since a Custom Vision model is trained in Azure and not locally, we need to upload some images. The data we'll use comes from the Microsoft [Computer Vision Best Practices](https://github.com/microsoft/ComputerVision) project. This is a simple set of images containing 4 kinds of objects one might find in a fridge: cans, cartons, milk bottles, and water bottles.
+Since a Custom Vision model is trained in Azure and not locally, we need to upload some images. The data we'll use comes from the Microsoft [Computer Vision Best Practices](https://github.com/microsoft/computervision-recipes) project. This is a simple set of images containing 4 kinds of objects one might find in a fridge: cans, cartons, milk bottles, and water bottles.
 
 ```r
 download.file(
@@ -290,7 +290,7 @@ downloaded 4.5 MB
 
 ## See also
 
-- [CustomVision.ai](https://customvision.ai/): An interactive site for building Custom Vision models, provided by Microsoft
+- [CustomVision.ai](https://www.customvision.ai/): An interactive site for building Custom Vision models, provided by Microsoft
 - [Training API reference](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Training_3.0/operations/5c771cdcbf6a2b18a0c3b7fa)
 - [Prediction API reference](https://southcentralus.dev.cognitive.microsoft.com/docs/services/Custom_Vision_Prediction_3.0/operations/5c82db60bf6a2b11a8247c15)