# Amazon SageMaker Examples

### Using Amazon SageMaker with Apache Spark

These examples show how to use Amazon SageMaker for model training, hosting, and inference through Apache Spark using [SageMaker Spark](https://github.com/aws/sagemaker-spark). SageMaker Spark allows you to interleave Spark Pipeline stages with Pipeline stages that interact with Amazon SageMaker.

- [MNIST with SageMaker PySpark](pyspark_mnist)
- [Parameterize spark configuration in pipeline PySparkProcessor execution](parameterize-spark-config-pysparkprocessor-pipeline)