Study & Reference Archive — Black / White Edition
Computer Science

Data Structures & Algorithms — Complete Course

A 27-chapter DSA course in Java covering complexity analysis (Big-O/Ω/Θ), arrays, strings, linked lists, stacks, queues, recursion, sorting and searching, trees, BSTs and balanced trees, heaps, hashing, tries, graphs and traversal, shortest path and MST, union-find, segment/Fenwick trees, divide and conquer, greedy algorithms, dynamic programming, and bit manipulation. Every topic follows the same template — definition, intuition, real-life example, diagram, Java code, dry run, brute-force vs. optimized, complexity, common mistakes, interview tips, and practice questions — closing with a master complexity cheat sheet and a practice roadmap.

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