This advanced course is meticulously tailored for PhD students in Business and Management studies, focusing on leveraging Automated Machine Learning (AutoML) for impactful research and publication in reputed journals. The course bridges the gap between complex machine learning technologies and their practical, accessible applications in social science research, particularly in the realms of business and management. It emphasizes not only the technical skills required to use AutoML effectively but also the complesxities of presenting sophisticated analyses in a manner suitable for high-impact academic publications.