diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..cbae235
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.9-slim
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+EXPOSE 8501
+
+CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]
\ No newline at end of file
diff --git a/README.md b/README.md
index facb5c2..f1399b4 100644
--- a/README.md
+++ b/README.md
@@ -11,3 +11,12 @@ A Streamlit-based platform to explore basic ML models interactively.
 ```bash
 pip install -r requirements.txt
 streamlit run app.py
+
+```
+
+## Running with Docker
+```bash
+docker build -t ml-simulator .
+docker run -p 8501:8501 ml-simulator
+```
+Then open your browser to `http://localhost:8501`.