diff --git a/Dockerfile b/Dockerfile
index df475f56..bab34016 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,41 +1,3 @@
 # Start with the official Debian base image
 FROM jupyter/minimal-notebook:latest
-SHELL ["/bin/bash", "-o", "pipefail", "-c"]
-
-USER root
-
-# Update the system and install necessary packages
-RUN apt-get update && apt-get install -y \
-    curl \
-    bzip2 \
-    build-essential
-
-# Set the working directory
-WORKDIR /app
-
-# Download and install Miniconda (ARM64 version)
-RUN curl -LO https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-aarch64.sh
-RUN bash Miniforge3-Linux-aarch64.sh -p /miniconda -b
-RUN rm Miniforge3-Linux-aarch64.sh
-ENV PATH=/miniconda/bin:${PATH}
-RUN conda update -y conda
-
-# Create a new Conda environment and install a package
-RUN conda create -n pymc_marketing python=3.10 -y && \
-    conda init bash && \
-    echo "conda activate pymc_marketing" >> ~/.bashrc && \
-    /bin/bash -c ". /root/.bashrc; \
-                  conda install -c conda-forge pymc-marketing ipykernel -y; \
-                  python -m ipykernel install --user --name=pymc-marketing;"
-
-# Create the directory with correct permissions
-RUN mkdir -p /home/jovyan/.local/share/jupyter/runtime && \
-    chown -R jovyan:users /home/jovyan/.local/share/jupyter
-
-# Switch back to jovyan user
-USER jovyan
-
-WORKDIR /home/jovyan/work
-
-# Set the default command to start the notebook server
-CMD ["start-notebook.sh", "--NotebookApp.token=''", "--NotebookApp.password=''", "--allow-root"]
+RUN mamba install pymc_marketing -c conda-forge -y