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This PDF explores the fundamentals and applications of data science in todayu2019s digital world. It explains the complete workflow, starting from data collection and cleaning to analysis, interpretation, and visualization. Readers will gain an understanding of the different types of data analysisu2014descriptive, diagnostic, predictive, and prescriptiveu2014along with the tools commonly used, such as Python, R, SQL, and Tableau. The content also highlights the importance of data visualization in communicating findings effectively and addresses common challenges like data quality, privacy and scalability.
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