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Category: Data Preparation

  • eBook

Enabling Self-Service Data Preparation: Empowering Retail Category Managers with Astera Dataprep

Data preparation is critical for many industries, retail is one of them. Communicating specialized requirements and delegating tasks to data engineers can lead to unexpected outcomes and delays. Often the better approach for retailers is to explore, cleanse, and manipulate data…

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  • Blog

Data Profiling: Types, Techniques and Best Practices

Clean and accurate data is the foundation of organizations’ decision-making processes and is the reason why they’re heavily investing in data quality solutions. The global Data Quality Tools market was valued at $3.23 billion in 2023, and projections show that…

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  • Blog

What Is Data Preparation? + 9 Steps For Effective Data Prep

 A survey by found that 76% of data scientists consider data preparation their least favorite part of their job. This may be because data preparation can be a complex and time-intensive task, consuming hours, days, and sometimes even weeks of…

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  • Blog

Data Exploration: A Comprehensive Guide 

A clear understanding of data health enhances data quality and trustworthiness. This is where data exploration comes into play.  Data exploration provides extensive insights into the characteristics of your data. You can uncover data anomalies and learn how to address…

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  • Blog

Mastering Data Transformation: A Comprehensive Guide

Did you know that only 3% of companies have data that meets basic quality standards? Data quality is essential for any business leveraging data for insights, decision-making, and innovation. However, data quality is not something that happens automatically. It requires…

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