diff --git a/README.md b/README.md
index 241d961..184764e 100644
--- a/README.md
+++ b/README.md
@@ -12,3 +12,11 @@ Notebook Cover following
 - Loading images 
 - Image visualization with segemenation 
 - Feature extraction using Pyradiomics
+
+## Logistic and linear regression
+Notebook Covers following
+- Loading dataset into csv format(Heart disease dataset for logistic regression and diabetes dataset for linear regression)
+- converting pandas dataframe to tf.data format
+- Convarience matrix calculation
+- Training linear regression using Sklearn 
+- Training logistic regresison using tensorflow