diff --git a/README.md b/README.md
index d07d9ff..c9c0130 100644
--- a/README.md
+++ b/README.md
@@ -35,7 +35,7 @@ If you want to install an editable version of fastMONAI run:
 
 # Getting started
 
-The best way to get started using fastMONAI is to read the [paper](https://www.sciencedirect.com/science/article/pii/S2665963823001203) and dive into our beginner-friendly [video](https://fastmonai.no/tutorial_beginner_video). For a deeper understanding and hands-on experience, our comprehensive instructional notebooks will walk you through model training for various tasks like classification, regression, and segmentation. See the docs at https://fastmonai.no for more information.
+The best way to get started using fastMONAI is to read our [paper](https://www.sciencedirect.com/science/article/pii/S2665963823001203) and dive into our beginner-friendly [video tutorial](https://fastmonai.no/tutorial_beginner_video). For a deeper understanding and hands-on experience, our comprehensive instructional notebooks will walk you through model training for various tasks like classification, regression, and segmentation. See the docs at https://fastmonai.no for more information.
 
 | Notebook                                                                                                                                                                                                                                     | 1-Click Notebook                                                                                                                                                                                   |
 |:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
diff --git a/nbs/index.ipynb b/nbs/index.ipynb
index bcaaacd..5c864b3 100644
--- a/nbs/index.ipynb
+++ b/nbs/index.ipynb
@@ -86,7 +86,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "The best way to get started using fastMONAI is to read the [paper](https://www.sciencedirect.com/science/article/pii/S2665963823001203) and dive into our beginner-friendly [video](https://fastmonai.no/tutorial_beginner_video). For a deeper understanding and hands-on experience, our comprehensive instructional notebooks will walk you through model training for various tasks like classification, regression, and segmentation. See the docs at https://fastmonai.no for more information."
+    "The best way to get started using fastMONAI is to read our [paper](https://www.sciencedirect.com/science/article/pii/S2665963823001203) and dive into our beginner-friendly [video tutorial](https://fastmonai.no/tutorial_beginner_video). For a deeper understanding and hands-on experience, our comprehensive instructional notebooks will walk you through model training for various tasks like classification, regression, and segmentation. See the docs at https://fastmonai.no for more information."
    ]
   },
   {