USING MACHINE LEARNING TO PREDICT EARLY SERVICE SEPARATION OF TECHNICAL AND NON-TECHNICAL SAILORS: Machine Learning Insights into Royal Australian Navy Attrition

Stephen Cole dives into the challenges faced by the Royal Australian Navy regarding sailor attrition. With a focus on both technical and non-technical roles, he explores the complexities of recruitment and retention. Using machine learning as a pivotal tool, he presents insights that could change how the Navy approaches these issues.

Through innovative data analysis, Cole sheds light on the factors influencing early service separation. His work not only highlights the struggles of the Navy but also offers a fresh perspective on potential solutions. Readers will find a blend of technical detail and engaging narrative as they navigate through the intricate world of military personnel management.

This book aims to spark discussions around better strategies for keeping sailors onboard, making it essential reading for military leaders, policy makers, and anyone interested in personnel dynamics within the armed forces.