From 53d81b5470dc7dfc3b52f4efeeb02368f1240f7e Mon Sep 17 00:00:00 2001
From: Hande Celikkanat <7702228+handecelikkanat@users.noreply.github.com>
Date: Mon, 10 Nov 2025 15:19:34 +0200
Subject: [PATCH] feat: add reference to whirlwind notebook repo

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index d6d1d70..4bfbe00 100644
--- a/README.md
+++ b/README.md
@@ -28,6 +28,8 @@ and [duckdb](https://duckdb.org/).
 
 We use a [Makefile](https://makefiletutorial.com) to provide many of the commands needed to run this tutorial. To see what commands are being run, open the `Makefile` and find the relevant target: e.g. `make install` runs `pip install -r requirements.txt`.
 
+Alternatively, a [notebook version](https://github.com/commoncrawl/whirlwind-python-notebook) of this tutorial is also available.
+
 Let's get started!
 
 ## Task 0: Set-up