I can help you with data preprocessing and cleaning to make your dataset ready for analysis or modeling.
I’ll carefully handle missing values, duplicates, data formatting, and inconsistent entries to ensure your data is accurate, clean, and well-structured.
My process includes:
Removing or imputing missing values
Detecting and handling outliers
Standardizing data formats (dates, text, numeric types)
Encoding categorical variables if needed
Normalizing and scaling data for machine learning models
Delivering a clean, well-documented dataset
