From de06257145f460bbd82c2ff6d393f98abe13fc7d Mon Sep 17 00:00:00 2001
From: Douglas Lowe <10961945+douglowe@users.noreply.github.com>
Date: Wed, 15 May 2024 16:41:47 +0100
Subject: [PATCH] correct typo in example code

---
 _episodes/03-numpy_essential.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_episodes/03-numpy_essential.md b/_episodes/03-numpy_essential.md
index 451ec81..67ef726 100644
--- a/_episodes/03-numpy_essential.md
+++ b/_episodes/03-numpy_essential.md
@@ -93,7 +93,7 @@ arr = np.arange(1, 18, 2)
 arr_2d = arr.reshape((3, 3))
 print(f'arr has shape {arr.shape}, and contains:')
 print(arr)
-print(f'arr_2d has shape {arr2d.shape}, and contains:')
+print(f'arr_2d has shape {arr_2d.shape}, and contains:')
 print(arr_2d)
 ~~~
 {: .language-python}