Competitive programming requires a mix of theoretical math proofs and highly optimized implementation tricks, a single platform or book rarely covers everything perfectly.
To master the topics outlined in the roadmap (cp_dsa_roadmap.pdf) and the master syllabus (complete_cp_master_syllabus.pdf), you should use a targeted mix of the following world-class sources depending on what type of topic you are studying:
- CP-Algorithms (cp-algorithms.com): This is the definitive holy grail for competitive programming. It explains highly complex topics with exact mathematical breakdowns and optimized C++ code implementations. It is ideal for mastering range query modifications and dimensional reductions like CDQ Divide and Conquer.