Business Intelligence: Text Mining, AI, and Data Analysis

This report delves into the realm of business intelligence, commencing with an exploration of text mining and its applications, differentiating it from data mining, and highlighting its significance in transforming unstructured text into valuable insights. It then transitions to the importance of Artificial Intelligence (AI) in business, outlining its advantages such as automation, increased efficiency, and improved decision-making, while also addressing the ethical considerations and potential drawbacks associated with AI implementation. The report further presents a data mining analysis using the Weka tool, specifically employing the J48 algorithm for bank data analysis. Finally, it concludes with a discussion on dashboards, focusing on sales cycle analysis, emphasizing the importance of understanding and optimizing sales processes to enhance business performance and profitability.