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In modern digital learning tools have transformed the education to ensure flexibility in learning time, availability of resources, and user-friendly learning experiences. This study examines the bridge gap between learning digital tools and their learning outcomes by data analytics and machine learning techniques. It manages to identify the learning patterns, how much time they engage in learning process, how effectively they use visualization tools for their academic performance.

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Technological Transformation: Analyzing the Effects of Digital Learning Tools on Academic Achievement

  • 会议论文

  • 发表日期：

    2026年

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  • E. Sujatha,
  • R. N. Karthika,
  • P. Y. Harsayazheni,
  • R. Mena Rossini,
  • R. Priya

摘要

In modern digital learning tools have transformed the education to ensure flexibility in learning time, availability of resources, and user-friendly learning experiences. This study examines the bridge gap between learning digital tools and their learning outcomes by data analytics and machine learning techniques. It manages to identify the learning patterns, how much time they engage in learning process, how effectively they use visualization tools for their academic performance.