Spark

Using Amazon SageMaker with Apache Spark

MNIST with SageMaker PySpark:

• SageMaker PySpark K-Means Clustering MNIST Example
• SageMaker PySpark Custom Estimator MNIST Example
• SageMaker PySpark PCA and K-Means Clustering MNIST Example
• SageMaker PySpark PCA on Spark and K-Means Clustering on SageMaker MNIST Example
• SageMaker PySpark XGBoost MNIST Example
• Distributed Data Processing using Apache Spark and SageMaker Processing
• Train an ML Model using Apache Spark in EMR and deploy in SageMaker

Parameterize spark configuration in pipeline PySparkProcessor execution:

• Parameterize spark configuration in pipeline PySparkProcessor execution