Software engineering for artificial intelligence and machine learning software: A systematic literature review

Understand

Artificial Intelligence (AI) or Machine Learning (ML) systems have been widely adopted as value propositions by companies in all industries in order to create or extend the services and products they offer.

• However, developing AI/ML systems has presented several engineering problems that are different from those that arise in, non-AI/ML software development.
• This study aims to investigate how software engineering (SE) has been applied in the development of AI/ML systems and identify challenges and practices that are applicable and determine whether they meet the needs of professionals.
• Also, we assessed whether these SE practices apply to different contexts, and in which areas they may be applicable.