Algorithm Implementation and Data Structures Questions

Focuses on implementing algorithms efficiently and selecting appropriate data structures. Candidates should demonstrate correctness and numerical stability, analyze time and space complexity, choose memory efficient representations, exploit vectorization and batching, understand parallel and distributed implementations, use appropriate indexing or caching strategies, and optimize hotspots while preserving readability and testability.