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Transformation of deep learning education through integration of adaptive AI and data analytics
The rapid advancement of digital technology has accelerated the transformation of educational systems through the integration of Artificial Intelligence (AI) and data analytics. In the context of twenty-first-century education, adaptive learning technologies are increasingly utilized to support personalized, learner-ce...
Optimization of Machine Learning–Based Recommendation Systems on E-Commerce Platforms
The findings indicate that deep learning, hybrid recommendation models, sequential recommendation approaches, and large language model–based systems significantly enhance recommendation accuracy and personalization in e-commerce environments.