diff --git a/README.md b/README.md
index 0f9c692..44db317 100644
--- a/README.md
+++ b/README.md
@@ -45,6 +45,8 @@ There is a Jupyter Lab Notebook file.
 This is producing real results at present, but has a long ways to go still...
 
 * `wut-ml.ipynb` --- Machine learning Python script using Tensorflow and Keras in a Jupyter Notebook.
+* `wut-predict.ipynb` --- Make prediction (rating) of observation, using `data/wut.h5`.
+* `wut-train.ipynb` --- ML Training file saved to `data/wut.h5`.
 
 # wut scripts
 The following scripts are in the repo: