Data analysis
Closely related to generating insights on data and quality is the ability to quickly analyze the imported data. Data analysis is part of the data profiling phase and lets you get a better understanding of the data before you can move to processing your data for ML. SageMaker Data Wrangler includes built-in analyses that help you generate visualizations and data analyses in a few clicks. In addition, you can also create your own custom analysis using custom code. Using data visualizations, you can get a quick overview of your entire dataset. It provides an accessible way to see and understand trends, outliers, and patterns in data. Data Wrangler provides out-of-the-box analysis tools, including histograms and scatter plots. You can create these visualizations with a few clicks and customize them with your own code. In addition to the visualizations, under analysis, you can also create table summaries. Table summaries enable data practitioners to quickly summarize your...
