diff --git a/docs/source/learn/core_notebooks/dimensionality.ipynb b/docs/source/learn/core_notebooks/dimensionality.ipynb
index 1dfeb1e622..13f98b7ff0 100644
--- a/docs/source/learn/core_notebooks/dimensionality.ipynb
+++ b/docs/source/learn/core_notebooks/dimensionality.ipynb
@@ -533,7 +533,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "If you needed the Normal variables to have `shape=(4, 3)`, you can transpose it after defining it."
+    "If you needed the Normal variables to have `shape=(3, 4)`, you can transpose it after defining it."
    ]
   },
   {