diff --git a/docs/services/ml/upload-training-script.md b/docs/services/ml/upload-training-script.md
index 8012c1c783..39bfceec6b 100644
--- a/docs/services/ml/upload-training-script.md
+++ b/docs/services/ml/upload-training-script.md
@@ -10,7 +10,7 @@ no_service: true
 ---
 
 You can create your own custom Python training script that trains ML models to your specifications using the Machine Learning framework of your choice (PyTorch, Tensorflow, TFLite, ONNX, or any other framework).
-Once added to the [Viam registry](https://app.viam.com/registry/), you can use the training script to build models for your datasets.
+Once added to the [Viam registry](https://app.viam.com/registry?type=Training+Script), you can use the training script to build models for your datasets.
 
 {{< alert title="Note" color="note" >}}
 For a lower-code approach, you can [train TFLite classification and object detection models](/services/ml/train-model/) on the [Viam app **DATA** page](https://app.viam.com).