AI Use Case

Automate data cleansing and validation

Avoid garbage in, garbage out by ensuring quality of data with appropriate data cleaning process

Function

Strategy

Data Science

Benefits

Data - Data cleansing

Case Studies

Coyote~Coyote improves the accurate reporting of speed limits by 9% using machine learning,Flipkart~Flipkart attempts to resolve address problem in India using machine learning,Adobe Research~Adobe Research team investigates current approaches in machine learning for automating data cleansing and finds them inadequatee,Nvidia~Nvidia restores images by only looking at corrupted examples using machine learning

Potential Vendors

Dataiku,Nvidia

Industry

Data Sets

Structured / Semi-structured,Text

AI Technologies

Machine Learning (ML),ML Task - Grouping - Dimensionality Reduction,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Regression,ML Task - Prediction - Annotation,ML Task - Prediction - Generation