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The telecommunications industry is shifting towards prioritizing network performance over product offerings in order to improve customer experience. This has led to a growing importance of data analytics and AI algorithms to support real-time decision-making and optimize network performance. However, the high costs associated with these systems remain a barrier for integration. Efficient Machine Learning algorithms are seen as a key solution for telecom companies to leverage their data and drive customer retention.