First commit

Defined file structure and completed EDA

Dockerfile

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+FROM python:3.9-slim
+
+WORKDIR /app
+
+# Copy requirements first to leverage Docker cache
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the rest of the application
+COPY . .
+
+# Create necessary directories
+RUN mkdir -p data/raw data/processed models
+
+# Expose ports for API and Streamlit
+EXPOSE 8000 8501
+
+# Command to run both the API and Streamlit app
+CMD ["sh", "-c", "uvicorn src.api.app:app --host 0.0.0.0 --port 8000 & streamlit run src/web/app.py --server.port 8501 --server.address 0.0.0.0"]