diff --git a/_posts/2024-02-04-book-recommendations.md b/_posts/2024-02-04-book-recommendations.md
index 9dc1a40..42e2989 100644
--- a/_posts/2024-02-04-book-recommendations.md
+++ b/_posts/2024-02-04-book-recommendations.md
@@ -15,6 +15,9 @@ Find the book [here](https://www.manning.com/books/grokking-streaming-systems)
 * **Data Pipelines Pocket Reference** by James Densmore  
 Find the book [here](https://www.oreilly.com/library/view/data-pipelines-pocket/9781492087823/)
 
+* **Data Analysis with Python and PySpark** by Jonathan Rioux  
+Find the book [here](https://www.manning.com/books/data-analysis-with-python-and-pyspark)
+
 > Programming Language
 
 * **Green Tea Press**, Free books by Allen B. Downey