Data Visualization

In the previous chapters, we discussed various AWS services and tools that can help with building and running high-performance computation applications. We talked about the storage, compute instances, data processing, machine learning model building and hosting, and edge deployment of these applications. All these applications, especially those based around machine learning models, generally need some type of visualization. This visualization may vary from exploratory data analysis to model evaluation and comparison, to building dashboards showing various performance and business metrics.

Data visualization is very important for finding various business insights as well as deciding on what feature engineering steps to take to train a machine learning model that provides good results. AWS provides a few managed services to build data visualizations, as well as dashboards.

In this chapter, we are going to discuss one such option, Amazon SageMaker Data Wrangler...