diff --git a/README.md b/README.md
index 13073b68..0e1f60ec 100644
--- a/README.md
+++ b/README.md
@@ -48,7 +48,7 @@ Feel free to join our [Slack Channel](https://join.slack.com/t/gpjax/shared_invi
 > - [**Custom kernels**](https://gpjax.readthedocs.io/en/latest/examples/kernels.html#Custom-Kernel)
 > - [**UCI regression**](https://gpjax.readthedocs.io/en/latest/examples/yacht.html)
 
-## Convertion between `.ipynb` and `.py`
+## Conversion between `.ipynb` and `.py`
 Above examples are stored in [examples](examples) directory in the double percent (`py:percent`) format. Checkout [jupytext using-cli](https://jupytext.readthedocs.io/en/latest/using-cli.html) for more info.
 
 * To convert `example.py` to `example.ipynb`, run: