Category: Topic

What is Data Exploration? Importance + 10-Step Guide

A study by Harvard Business Review reveals that only 3% of data is reliable. The rest have errors, inconsistent values, varying formats, and missing or duplicate information. To deal with these issues effectively, we must identify the extent of these […]

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Mastering Data Transformation: A Comprehensive Guide | Astera

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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The Importance of Data Preparation for Machine Learning

Machine Learning (ML) focuses on developing algorithms and models that enable computers to learn from and make predictions or decisions based on data. It encompasses various techniques, such as supervised learning, unsupervised learning, reinforcement learning, and more. In ML, getting […]

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Self-Service Data Preparation: The Pathway to Business Growth

The pursuit of accelerated business growth hinges on data-driven strategies. McKinsey suggests that companies who use consumer behavior insights strategically perform 85% better in sales growth compared to their peers. But, the traditional manual data preparation process, which often involves […]

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 Top 5 Data Preparation Tools In 2024

Data analysis demands precision, and at its core lies the vital role of data preparation tools. These tools serve as the cornerstone for ensuring your data is accurate, consistent, and reliable. Before embarking on your data analysis journey, it’s crucial […]

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