SageMaker Data Wrangler now auto-generates feature-level visualizations
Today, we are excited to announce the release of automatically generated feature-level visualizations in Amazon SageMaker Data Wrangler. Amazon SageMaker Data Wrangler reduces the time it takes to aggregate and prepare data for machine learning (ML) from weeks to minutes. With Data Wrangler, you can simplify the process of data preparation and feature engineering, and complete each step of the data preparation workflow, including data selection, cleansing, exploration, and visualization from a single visual interface. Data Wrangler offers a variety of configurable visualization options from general data visualizations such as histogram, scatter plot or table summary to advanced visualizations such as anomaly detection or seasonable-trend decomposition for time series data, data leakage and feature bias for machine learning needs.