Data Cleaning and Pre Processing

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About this service

Summary

I offer expert data cleaning and preprocessing services to transform raw, messy datasets into high-quality, analysis-ready information. What sets me apart is my ability to combine advanced machine learning techniques with domain-specific knowledge, allowing for intelligent handling of complex data issues like missing values, outliers, and inconsistencies. Additionally, I provide detailed documentation of all preprocessing steps, ensuring full transparency and reproducibility in your data pipeline.

What's included

  • After data cleaning and preprocessing

    >Cleaned dataset ready for analysis. >Preprocessed data with standardized formats. >Documentation of data cleaning steps. >Statistical summaries and distributions. >Insights and visualizations for decision-making.


Skills and tools

Data Modelling Analyst
Data Analyst
Microsoft Excel
Microsoft Power BI
pandas

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