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The Essence of Data Science: Beyond Statistics
This chapter explores the pivotal elements of data science, emphasizing the superiority of data quality and representativeness over traditional statistical methods. It highlights the importance of computational skills, simulation techniques, and causal inference in practical applications. The discussion encourages a deeper understanding of experimental design and the necessity of adapting statistical analysis to real-world complexities.