AI Use Case

Predict appropriate data labelling to support data analytics work

Unless using unsupervised learning systems, high quality labeled data is critical. Labelling data minimises the risks inherent in using it. This can potentially be part-automated.

Function

Strategy

Data Science

Benefits

Data - Data mapping / labelling

Case Studies

Fast.AI~Fast.AI more accurately classifies text while requiring less training data due to a new natural language processing technique,Flipkart~Flipkart attempts to resolve address problem in India using machine learning,University of Maryland~University of Maryland researchers identify 10% of 150K plant species worldwide as being threatened by extinction

Industry

Data Sets

Structured / Semi-structured,Time series

AI Technologies

Machine Learning (ML),ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,Model - Semi-supervised Learning

Potential Vendors

fast.ai