Processing

• Feature transformation with Amazon SageMaker Processing and Dask
• Feature transformation with Amazon SageMaker Processing and SparkML
• Amazon SageMaker Processing jobs
• Data pre-processing and feature engineering
• Training using the pre-processed data
• Model Evaluation
• Running processing jobs with your own dependencies
• Distributed Data Processing using Apache Spark and SageMaker Processing
• Fairness and Explainability with SageMaker Clarify
• Fairness and Explainability with SageMaker Clarify - JSONLines Format
• Fairness and Explainability with SageMaker Clarify - Bring Your Own Container
• Fairness and Explainability with SageMaker Clarify - Spark Distributed Processing