Machine learning is a field in computer science that uses statistical techniques to give computer systems the ability to learn from data without being explicitly programmed. Developing effective machine learning is often challenging; finding patterns is difficult and there is often not enough training data available.

Project examples include, but are not limited to:

• Predicting future events of interest: For instance, in marketing, machine learning enables businesses to predict customer intents, including purchasing a product or terminating their service contract. In area of predictive maintenance, machine learning can predict health status of different equipments and help business take proactive action towards maintaining operating at low cost.

• Spotting anomalies in data sets: Detecting fraud is a use case in point of sales and banking transactions