The Role of Data Science in Enhancing Communication Networks

The rapid evolution of communication networks has been significantly influenced by advancements in data science, artificial intelligence (AI), and machine learning (ML). Data-driven approaches enhance network performance, optimize bandwidth allocation, and improve security in telecommunications. This paper explores the role of data science in enhancing communication networks, covering key applications such as AI-driven network traffic prediction, fault detection, and 5G network optimization. Additionally, challenges such as data privacy, latency issues, and cybersecurity threats are discussed, along with emerging trends in AI-powered smart networking.