diff --git a/content/tutorial-svd.md b/content/tutorial-svd.md
index cafc9697..a1fe60a4 100644
--- a/content/tutorial-svd.md
+++ b/content/tutorial-svd.md
@@ -379,6 +379,6 @@ terms of the norm of the difference. For more information, see *G. H. Golub and
- [Python tutorial](https://docs.python.org/dev/tutorial/index.html)
- [NumPy Reference](https://numpy.org/devdocs/reference/index.html#reference)
-- [SciPy Tutorial](https://docs.scipy.org/doc/scipy/reference/tutorial/index.html)
+- [SciPy Tutorial](https://docs.scipy.org/doc/scipy/tutorial/index.html)
- [SciPy Lecture Notes](https://scipy-lectures.org)
- [A matlab, R, IDL, NumPy/SciPy dictionary](http://mathesaurus.sf.net/)
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