Automated Machine Learning (AutoML): an overview of opportunities for application and research

• Published in: Journal of information technology cases and applications Vol. 24; no. 2; pp. 75 - 85
• Main Authors: Singh, Vivek Kumar, Joshi, Kailash
• Format: Journal Article
• Language: English
• Published: Routledge 03.04.2022
• Subjects: Artificial Intelligence; Automated machine learning; AutoML; machine learning; predictive models

The wider adoption of AI and machine learning (ML) applications has been limited by the high costs of infrastructure and scarcity of ML experts and data scientists. To address some of these concerns, automated ML (AutoML) systems have been developed alongside cloud computing platforms to mitigate so...