What is AWS Glue DataBrew?
It is a new visual data preparation tool that makes it easy for data analysts and data scientists to clean and normalize data to prepare it for analytics and machine learning. You can choose from over 250 pre-built transformations to automate data preparation tasks without the need to write any code. You can automate filtering anomalies, converting data to standard formats, correcting invalid values, and other tasks. After your data is ready, you can immediately use it for analytics and machine learning projects. You only pay for what you use – no upfront commitment.
AWS Glue DataBrew’s Features
- Evaluate the quality of your data by profiling it to understand data patterns and detect anomalies, and connect data directly from your data lake, data warehouses, and databases.
- Choose from over 250 built-in transformations to visualize, clean, and normalize your data with an interactive, point-and-click visual interface.
- Visually map the lineage of your data to understand the various data sources and transformation steps that the data has been through
- Automate data cleaning and normalization tasks by applying saved transformations directly to new data as it comes into your source system