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AI path · course 321 of 328
Data Cleaning: The Unglamorous Work That Makes AI Work
Beginner · 3 lessons · 0 complete
Profiling a dataset, handling missing values, duplicates, inconsistent formats and outliers, documenting changes, avoiding leakage and bias introduced by cleaning, and automating checks.