Update Readme.md

Author: tirthajyoti

Clustering-Dimensionality-Reduction/Readme.md

@@ -1,7 +1,7 @@
 # Notebooks on clustering and dimensionality reduction techniques
 
-### k-means clustering
-### Principal component analysis
-### Affinity propagation technique for clustering
-### Mean-shift clustering
-### DBscan clustering
+### [k-means clustering](https://github.com/tirthajyoti/Machine-Learning-with-Python/blob/master/Clustering-Dimensionality-Reduction/K_Means_Clustering_Practice.ipynb)
+### [Principal component analysis](https://github.com/tirthajyoti/Machine-Learning-with-Python/blob/master/Clustering-Dimensionality-Reduction/Principal%20Component%20Analysis.ipynb)
+### [Affinity propagation technique for clustering](https://github.com/tirthajyoti/Machine-Learning-with-Python/blob/master/Clustering-Dimensionality-Reduction/Affinity_Propagation.ipynb)
+### [Mean-shift clustering](https://github.com/tirthajyoti/Machine-Learning-with-Python/blob/master/Clustering-Dimensionality-Reduction/Mean_Shift_Clustering.ipynb)
+### [DBscan clustering](https://github.com/tirthajyoti/Machine-Learning-with-Python/blob/master/Clustering-Dimensionality-Reduction/DBScan_Clustering.ipynb)