The Qualifier Cracker for the BS Data Science at IIT Madras is designed to assess a wide range of foundational knowledge in subjects like Mathematics for Data Science I, Statistics for Data Science I, Computational Thinking and English I. A commonly recommended book for preparation is "Higher Algebra" by Hall and Knight.