xiaochendev
diff --git a/‎docs/.gitbook/assets/data-systems-fraud-2x.jpg‎
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diff --git a/‎docs/tutorials/fraud-detection.md‎
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@@ -19,7 +19,9 @@ Our end-to-end example will perform the following workflows:
 
 Here's a high-level picture of our system architecture on Google Cloud Platform \(GCP\):
 
-![A high-level architecture of system using Feast for fraudulent transactions ](../.gitbook/assets/feast_fraudlent_architecture.png)
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+![](../.gitbook/assets/data-systems-fraud-2x.jpg)
 
 | ![](../.gitbook/assets/colab_logo_32px.png) [Run in Google Colab](https://colab.research.google.com/github/feast-dev/feast-fraud-tutorial/blob/master/notebooks/Fraud_Detection_Tutorial.ipynb) | ![](../.gitbook/assets/github-mark-32px.png)[ View Source on Github](https://github.com/feast-dev/feast-fraud-tutorial/blob/main/notebooks/Fraud_Detection_Tutorial.ipynb) |
 | :--- | :--- |