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Data preparation tools are software or platforms that automate and streamline the entire data preparation process. These user-friendly tools collect, clean, transform, and organize raw and incomplete data into a suitable and consistent format for further dataprocessing, modeling, and analysis tasks.
Managing data in its full scope is not an easy task, especially when it comes to system design. This process often comes with challenges related to scalability, consistency, reliability, efficiency, and maintainability, not to mention dealing with the number of software and technologies available in the market.
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