15. SageMaker

 1FROM continuumio/miniconda3:4.11.0
 2
 3RUN apt-get update -y \
 4    && apt-get upgrade -y \
 5    && apt-get install awscli build-essential -y \
 6    && conda update -n base -c defaults conda -y \
 7    && conda install -y -c anaconda -c conda-forge \
 8        seaborn \
 9        scikit-learn \
10        numpy \
11        pip \
12    && pip install mlflow==1.26.0 boto3 s3fs fsspec \
13    && pip install sagemaker-training \
14    && pip install lifelines scikit-survival sagemaker-training imbalanced-learn \
15    && pip install protobuf==3.20.1 \
16    && apt-get clean \
17    && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*

Build.

1docker build --no-cache -t smconda:local .