Data mining is the process of identifying meaningful patterns in large datasets. Universities assign data mining projects in courses like Machine Learning, Data Science, Statistics, Business Analytics, and Computer Science to enhance students’ practical skills. These assignments help develop their ability to extract valuable insights from complex data. However, many students struggle with data mining projects due to a lack of knowledge in data cleaning, preprocessing, and selecting the right algorithms.
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A fundamental skill in data mining stands vital for contemporary data-driven operations. Indian university students find significant difficulty in finishing their data mining projects. An analysis of big datasets leads to meaningful insights while students regularly face difficulties due to lack of lack experience with the necessary technical skills and proper guidance. Students encounter additional obstacles in their assignments because of tight deadlines, debugging problems, and insufficient technological resources. The following problems commonly affect Indian students when working on their data mining tasks:
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