Data Readiness Report

Data exploration and quality analysis is an important yet tedious process in the AI pipeline. Current data cleaning and data readiness assessment practices for machine learning tasks are mostly conducted in an arbitrary manner which limits their reuse and often results in loss of productivity. We introduce the concept of a Data Readiness Report as accompanying documentation to a dataset that allow...