HUM AI MA Maximilian Oliver · ILLUMINATION Teaching Machines to Scrub Data: My Hands-On Journey with ML-Powered Data Cleaning How I Leveraged Supervised and Unsupervised Machine Learning to Automatically Detect, Correct, and Impute Dirty Data at Scale.