Graph Traversal Interview Patterns (2025)
9 min read Graph Traversal Interview Patterns (2025) Graph problems are among the most common in FAANG interviews — they appear as network […] Read article
Master fundamental and advanced algorithms essential for technical interviews at top companies. This category covers sorting algorithms, search algorithms, graph algorithms, and optimization techniques that form the foundation of computer science problem-solving.
What You’ll Learn:
Sorting algorithms: Quick sort, merge sort, heap sort
Search techniques: Binary search and variations
Graph algorithms: DFS, BFS, Dijkstra’s, topological sort
Optimization: Dynamic programming, greedy algorithms
Time and space complexity analysis
Difficulty Progression: Start with basic sorting and searching, then progress to graph algorithms and dynamic programming.
Interview Frequency: Extremely high – algorithms appear in 80%+ of technical interviews at Google, Amazon, Facebook, Microsoft, and Apple.
9 min read Graph Traversal Interview Patterns (2025) Graph problems are among the most common in FAANG interviews — they appear as network […] Read article
8 min read Shortest Path Algorithm Interview Patterns (2025) Shortest path problems are fundamental in graph interviews. Knowing when to apply BFS, Dijkstra, Read article
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6 min read Low-Level Design: Snake and Ladder Game Snake and Ladder (also called Chutes and Ladders) is a popular LLD interview problem Read article
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8 min read Segment Tree Interview Patterns (2025) Segment Trees are powerful data structures for range query problems — they answer range sum, Read article
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5 min read Database Indexing and Query Optimization for Interviews Database indexing questions appear frequently in system design interviews and sometimes as standalone Read article
4 min read Design Patterns in Python for Coding Interviews (2025) Python-specific design pattern implementations come up in senior coding rounds at Stripe, Read article
4 min read Trie Interview Patterns: Autocomplete, Word Search, and Prefix Problems (2025) Tries (prefix trees) are the go-to data structure for string Read article
5 min read 2D Dynamic Programming Interview Patterns (2025) Two-dimensional DP problems are common at Google, Meta, Amazon, and Microsoft. They involve grids, Read article