diff --git a/README.md b/README.md
index b71be91c..0b6fa0f4 100644
--- a/README.md
+++ b/README.md
@@ -101,7 +101,7 @@ Here you find a series of notebooks providing an overview of the core features o
 
   Creating custom scatterers of arbitrary shapes.
 
-- DTGS172  **[Simulating Bacteria](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS172_custom_scatterers_bacteria.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS172_custom_scatterers_bacteria.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>
+- DTGS172  **[Simulating Bacteria](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS172_bacteria.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/1-getting-started/DTGS172_bacteria.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg"></a>
 
   Creating custom scatterers in the shape of bacteria.
 
@@ -232,7 +232,7 @@ This section provides a list of advanced tutorials. The primary focus of these t
 
 - DTAT353 **[deeptrack.statistics](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/3-advanced-topics/DTAT353_statistics.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/3-advanced-topics/DTAT353_statistics.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
 
-- DTAT355 **[deeptrack.types](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/3-advanced-topics/DTAT_387_types.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/3-advanced-topics/DTAT_387_types.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
+- DTAT355 **[deeptrack.types](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/3-advanced-topics/DTAT355_types.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/3-advanced-topics/DTAT355_types.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>
 
 - DTAT357 **[deeptrack.elementwise](https://github.com/DeepTrackAI/DeepTrack2/blob/develop/tutorials/3-advanced-topics/DTAT357_elementwise.ipynb)** <a href="https://colab.research.google.com/github/DeepTrackAI/DeepTrack2/blob/develop/tutorials/3-advanced-topics/DTAT357_elementwise.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a>