diff --git a/README.md b/README.md
index 1f6f2ee..c74ad3a 100644
--- a/README.md
+++ b/README.md
@@ -25,12 +25,12 @@ The course is constituted of lectures (L1-8) and practical (P) sessions, subdivi
 | L5: Simulation Basic Analyses             | [Lecture Slides](5_Analysis_MDAnalysis/Lecture_5_Analysis_MDAnalysis.pdf)|
 | P: Simulation Basic Analyses             | [![Analysis_0](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/5_Analysis_MDAnalysis/5_Analysis_MDAnalysis.ipynb)|
 | L6: Dimensionality Reduction                  | [Lecture Slides](https://github.com/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/6_Analysis_DR/Lecture_6_DR.pdf)  |
-| P: Dimensionality Reduction, part 1           |  [![Analysis_1](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/6_Analysis_DR/6_Analysis_part1.ipynb)|
-| P: Dimensionality Reduction, part 2           | [![Analysis_2](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/6_Analysis_DR/6_Analysis_part2.ipynb)|
+| P: Dimensionality Reduction, part 1           |  [![Analysis_1](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/6_Analysis_DR/6_Analysis_DR_part1.ipynb)|
+| P: Dimensionality Reduction, part 2           | [![Analysis_2](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/6_Analysis_DR/6_Analysis_DR_part2.ipynb)|
 | L7: Clustering   | [Lecture Slides](https://github.com/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/7_Analysis_clustering/Lecture_7_Clustering.pdf)|
-| P: Clustering   | [![Analysis_3](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/7_Analysis_clustering/7_clustering.ipynb) |
+| P: Clustering   | [![Analysis_3](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/7_Analysis_clustering/7_Analysis_clustering.ipynb) |
 | L8: Data Classification    | [Lecture Slides](https://github.com/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/8_Analysis_classification/Lecture_8_classification.pdf) | 
-| P: Data Classification  | [![Analysis_4](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/8_Analysis_classification/1_classification.ipynb) |
+| P: Data Classification  | [![Analysis_4](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/CCPBioSim/Into_to_MD_simulation_and_analysis/blob/main/8_Analysis_classification/8_Analysis_classification.ipynb) |
 
 
 ## Running the workshop