diff --git a/Project-Structure.md b/Project-Structure.md
index 9b779aca..2298cbf6 100644
--- a/Project-Structure.md
+++ b/Project-Structure.md
@@ -384,6 +384,12 @@
     * Face Recognition Script
       * [Face Recognition](Deep_Learning/File-Locking-Mechanism/Face_Recognition_Script/Face%20recognition.py)
       * [Facedetection](Deep_Learning/File-Locking-Mechanism/Face_Recognition_Script/FaceDetection.py)
+  * Fraud Transactions Prediction Nn
+    * Notebooks
+      * [Ann Smote Sampling](Deep_Learning/Fraud%20Transactions%20Prediction%20NN/notebooks/ANN%20SMOTE%20Sampling.ipynb)
+      * [Anamoly Detection Model Interpretation](Deep_Learning/Fraud%20Transactions%20Prediction%20NN/notebooks/Anamoly_detection_Model_Interpretation.ipynb)
+      * [Cnn Predictive Model](Deep_Learning/Fraud%20Transactions%20Prediction%20NN/notebooks/CNN%20Predictive%20model.ipynb)
+      * [Mlp Neural Network Model](Deep_Learning/Fraud%20Transactions%20Prediction%20NN/notebooks/MLP%20Neural%20Network%20Model.ipynb)
   * Mnist Digit Classification Using Neural Networks
     * Model
       * [Ann Handwritten Digit Classification](Deep_Learning/MNIST%20Digit%20Classification%20using%20Neural%20Networks/model/ANN_Handwritten_Digit_Classification.ipynb)