Data visualization using Amazon SageMaker Data Wrangler

Amazon SageMaker Data Wrangler is a tool in SageMaker Studio that helps data scientists and machine learning practitioners carry out exploratory data analysis and feature engineering/transformation. SageMaker Data Wrangler is a low-code/no-code tool where users can either use built-in plotting or feature engineering capabilities or use code to make custom plots and carry out custom feature engineering. In data science projects with large datasets requiring visualization to carry out exploratory data analysis, SageMaker Data Wrangler can help build plots and visualizations very quickly with just a few clicks. We can import data from various data sources into Data Wrangler and also do operations such as joins and filtering. In addition, data insights and quality reports can also be generated to detect if there are any abnormalities in the data.

In this section, we will go through an example of how to build a workflow to carry...