Tag: data prep

  • Blog

Unifying Data from Multiple Sources: Data Integration and Data Consolidation in Data Preparation 

Every day, companies receive sales figures from various regions, customer feedback from online platforms, and market trends from industry reports. Without a systematic approach to data preparation of these diverse data sets, valuable insights can easily slip through the cracks, […]

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  • Blog

The Importance of Data Preparation in Machine Learning: Ensuring High-Quality and Reliable Models 

As data scientists, we often focus on the exciting part of machine learning – building and testing models. However, we often overlook data preparation. Only 3% of company data is estimated to meet basic quality standards, highlighting the importance of […]

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