This book constitutes the refereed proceedings of the 8th International Conference on Advances in Computing and Data Sciences, ICACDS 2024, held in Velizy, France, during May 9–10, 2024. The 28 full papers present here, were carefully reviewed and selected from 174 submissions. The papers focus on innovative research in the field of Advanced Computing and Data Sciences, including areas such as artificial intelligence, machine learning, big data analytics, cloud computing, computer vision and natural language processing.