diff --git a/README.md b/README.md
index 8dfbcdf..8610417 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ https://tensorchiefs.github.io/dl_book/
 <img src="https://images.manning.com/360/480/resize/book/1/cd737fc-545a-4d76-ac6f-d1b048157dbc/Durr-PDL-HI.png" width="30%">
 </a>
 
-The book is availibe [https://www.manning.com/books/probabilistic-deep-learning-with-python](https://www.manning.com/books/probabilistic-deep-learning-with-python?a_aid=probabilistic_deep_learning&a_bid=78e55885)
+The book is available [https://www.manning.com/books/probabilistic-deep-learning-with-python](https://www.manning.com/books/probabilistic-deep-learning-with-python?a_aid=probabilistic_deep_learning&a_bid=78e55885)
 
 
 ### Note on the code