interactive labs update

Author: joaquinvanschoren

intro.md

@@ -54,7 +54,7 @@ You have to be there to really experience these labs :). A mix of history, quizz
 | 2 | [Model Evaluation](https://ml-course.github.io/master/labs/interactive-lab-2-model-evaluation) | [Slides](https://github.com/ML-course/master/blob/master/labs/Interactive%20Lab%202%20-%20Model%20Evaluation.pdf)
 | 3 | [Preprocessing and Ensembles](https://ml-course.github.io/master/labs/interactive-lab-3-preprocessing-and-ensembles) | [Slides](https://github.com/ML-course/master/blob/master/labs/Interactive%20Lab%203%20-%20Preprocessing%20and%20Ensembles.pdf)
 | 4 | [Neural Networks](https://ml-course.github.io/master/labs/interactive-lab-4-neural-networks) | [Slides](https://github.com/ML-course/master/blob/master/labs/Interactive%20Lab%204%20-%20Neural%20Networks.pdf)
-| 5 | [CNNs & Transformers](https://ml-course.github.io/master/labs/interactive-lab-5-CNNs-&-transformers) | [Slides](https://github.com/ML-course/master/blob/master/labs/Interactive%20Lab%205%20-%20CNNs%20%26%20Transformers.pdf)
+| 5 | [CNNs & Transformers](https://ml-course.github.io/master/labs/interactive-lab-5-cnns-and-transformers) | [Slides](https://github.com/ML-course/master/blob/master/labs/Interactive%20Lab%205%20-%20CNNs%20and%20Transformers.pdf)
 
 ## Background materials
 ### Tutorials

…active Lab 5 - CNNs & Transformers.ipynb …tive Lab 5 - CNNs and Transformers.ipynblabs/Interactive Lab 5 - CNNs & Transformers.ipynb renamed to labs/Interactive Lab 5 - CNNs and Transformers.ipynb labs/Interactive Lab 5 - CNNs & Transformers.ipynb renamed to labs/Interactive Lab 5 - CNNs and Transformers.ipynb

@@ -37,7 +37,7 @@ project:
         - file: labs/Interactive Lab 2 - Model Evaluation.ipynb
         - file: labs/Interactive Lab 3 - Preprocessing and Ensembles.ipynb
         - file: labs/Interactive Lab 4 - Neural Networks.ipynb
-        - file: labs/Interactive Lab 5 - CNNs & Transformers.ipynb
+        - file: labs/Interactive Lab 5 - CNNs and Transformers.ipynb
     - title: Tutorials
       children:
         - file: notebooks/Tutorial 1 - Python.ipynb