Data Cleansing with Machine Learning

A Proof of Concept on Manual Entry Data

Manual entry data can be some of the messiest data on earth. Fat fingered typos, nicknames, and abbreviations are just some of the common issues that plague manual entry data. Even something as simple as a date field can end up with various formats and separators. However, after dealing with physician data from various facilities and insurers, I came to loathe manual entry names the most. …

automation data data cleaning data cleansing innovation learning machine machine learning