A fundamental backbone of successful data science practice is a deep grasp of core data structures and algorithms. Data scientists must be able to efficiently process, analyze, and manipulate vast datasets. Mastering common data structures like arrays, lists, trees, graphs, as well as algorithmic approaches such as sorting, searching, and graph tra