data_preparation.md

Data Preparation

Data Processing

• [Docs] SageMaker Processing
• [Code] Spark Containers

Large Scale Data Processing

• [Docs] Spark in Processing Jobs
• [Docs] Using Dask with SageMaker Processing
• [Blog] Prepare data at scale in Amazon SageMaker Studio using serverless AWS Glue interactive sessions
• [Blog] [External] Automating Visualization Reports with SageMaker Studio Interactive Session and Notebook Jobs
• [Blog] Build accurate ML training datasets using point-in-time queries with Amazon SageMaker Feature Store and Apache Spark
• [Workshop] SageMaker Studio integration with EMR Workshop
• [Video] Using Apache Spark on Amazon EMR with SageMaker
• [Video] Scalable data preparation using Amazon SageMaker Studio notebooks - AWS Virtual Workshop

Data Labeling

• [Video] Introducing Amazon SageMaker Ground Truth Plus
• [Blog] [External] Labeling data with Label Studio on SageMaker