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This article discusses the rapid evolution of Computer and Automation Engineering, driven by machine learning and artificial intelligence. These technologies are transforming traditional industries and leading to innovations such as autonomous vehicles, smart homes, and medical robotics. The article invites researchers to submit their latest research on using AI and ML algorithms to solve real-world problems and create positive change in society.