Update README.md

Author: tderick

README.md

@@ -1,7 +1,7 @@
 # Android Malware Detection Using Machine Learning
 
 ## Project Overview
-This project aims to build an effective classification model to classify a mobile application as **Benign** or **Malware**. To do so, we'll evaluate multiple classification models using different metrics and select the best model with better performance for our dataset.
+This project aims to build an effective classification model to classify a mobile application as **Benign** or **Malware**. To do so, we'll evaluate multiple classification models using different metrics and select the best model with better performance for our dataset. Finally, we deployed our model as a REST API using FastAPI.
 
 ## Dataset
 
@@ -78,4 +78,4 @@ docker run -p 8080:8000 tderick/android-malware-detection:latest
 ## Push to docker hub
 ```
 docker push tderick/android-malware-detection:latest
-```
+```