AWS Glue DataBrew vs Feature-engine
AWS Glue DataBrew
aws.amazon.comFeature-engine
feature-engine.trainindata.comSide by side
| Figure | AWS Glue DataBrew | Feature-engine |
|---|---|---|
| Price from | $0.48/mo | — |
| Free plan | — | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | — |
| Linux | — | Yes |
| API | Yes | — |
| Plans published | 4 | 0 |
| Spec score · Data Preparation Software | 8.9 (#2) | 6.5 (#25) |
| Intended users | AWS identifies data analysts and data scientists who prepare data for analytics and machine learning as DataBrew’s primary users. | The documentation says the library is suited to people whose machine-learning data work primarily uses pandas and scikit-learn. |
| Purpose | AWS Glue DataBrew is a visual tool for preparing data for analytics and machine learning without writing code. | Feature-engine is a Python library with transformers to engineer and select features for machine-learning models. |
Plans
AWS Glue DataBrew
- DataBrew interactive sessions$1 a month
- DataBrew jobs$0.48 a month
- DataBrew interactive sessions$1, paid once
- Pay-as-you-goPriced on request
In their own words
AWS Glue DataBrew
AWS Glue DataBrew has no write-up on Specifiction yet; its figures are above.
Feature-engine
Feature-engine has no write-up on Specifiction yet; its figures are above.