diff --git a/guide/english/book-recommendations/python/index.md b/guide/english/book-recommendations/python/index.md
index 4f60df751d..97391ceea2 100644
--- a/guide/english/book-recommendations/python/index.md
+++ b/guide/english/book-recommendations/python/index.md
@@ -98,5 +98,6 @@ You'll learn many of the first princliples for data science tools and how algori
 - [Python in Education by Nicholas H. Tollervey[OREILLY] [FREE]](https://www.oreilly.com/programming/free/files/python-in-education.pdf)
 - [How to think like a Computer Scientist by Allen Downey[V 2.0.17] [FREE]](https://greenteapress.com/thinkpython/thinkpython.pdf)
 - [A Byte of Python[FREE]](https://python.swaroopch.com)
+- [Automate the Boring Stuff with Python [FREE]](https://automatetheboringstuff.com) 
 
 Please feel free to add more that you have found useful!