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Clean Data Tricks and Techniques

Track :

Programming

Lessons no : 5

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What will you learn in this course?
  • Master data cleaning techniques using tools and scripting for accurate, reliable datasets in data analysis and machine learning projects
  • Apply interactive data cleansing methods to identify and correct errors, inconsistencies, and missing values in datasets
  • Implement batch processing scripts to automate data cleaning tasks, improving efficiency and reproducibility in large datasets
  • Evaluate data quality and apply advanced cleaning tricks to enhance data integrity for analytics, reporting, and decision-making

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Lessons | 5


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Data cleaning can be done either interactively with data cleansing tools or as batch processing through scripting. After it has been cleaned .