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An organization is building a machine learning aws video

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machine-learning video for an organization is building a machine learning pipeline that requires preprocessing and transforming large-scale, distributed

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An organization is building a machine learning pipeline that requires preprocessing and transforming large-scale, distributed datasets stored in Amazon S3. The data originates from various sources, including IoT devices and application logs. The organization needs a scalable solution that integrates seamlessly with the pipeline and supports distributed data processing frameworks. Which approach should the organization use to preprocess and transform the data at scale?