{"categories":[{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/3"}],"enrichment":{"capability":"Loads, transforms, and writes data for Azure Machine Learning workflows, with built-in support for multiple data formats and cloud integration.","skillfed_tags":["azure-ml","data-pipeline"],"use_cases":["Prepare and load data within Azure ML training pipelines and experiments","Transform tabular data (CSV, Parquet, etc.) for ML model ingestion in Azure environments","Write processed datasets back to cloud storage as part of ML workflows","Handle data serialization and schema validation in distributed ML jobs on Azure"],"what_it_does":"Azure ML Data Prep is a data handling SDK designed for machine learning workflows on Azure. It provides utilities to load, transform, and write data in formats suitable for ML pipelines. The package is marked as internal and not intended for direct use, suggesting it is primarily consumed as a dependency of higher-level Azure ML tools rather than as a standalone library.\n\nThe package supports Python 3.10 through 3.13 and has low install friction via a pure-Python wheel. Its runtime dependencies include Azure identity services, serialization tools (cloudpickle), and configuration utilities (jsonschema, pyyaml), reflecting its role within the Azure ML ecosystem. No known security vulnerabilities are recorded.","worth_installing":"Yes, if you are building on Azure ML and need data preparation within that ecosystem. No, if you need a general-purpose data manipulation library or are working outside Azure ML\u2014use pandas, polars, or dask instead. The package's 'internal' designation and lack of standalone documentation suggest it is meant as a dependency, not a primary tool."},"id":"azureml-dataprep","links":{"html":"https://skillfed.io/packages/azureml-dataprep","md":"https://skillfed.io/packages/azureml-dataprep.md","pypi":"https://pypi.org/project/azureml-dataprep/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-27","license_spdx":null,"license_treatment":"unclear","name":"azureml-dataprep","python_support":"supports_current","summary":"Azure ML Data Preparation SDK is used to load, transform,     and write data for machine learning workflows"},"popularity":{"monthly_downloads":997554,"position":4544,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"5.5.0"}