Top 10 amazon coding interview questions types.
Here is a list of common types of coding problems that are often asked in Amazon interviews. These problems are representative of the kinds of challenges that test your problem-solving and coding skills:
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Array and String Manipulation:
- Find the longest substring without repeating characters.
- Merge two sorted arrays.
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Linked Lists:
- Reverse a linked list.
- Detect a cycle in a linked list.
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Trees and Graphs:
- Check if a binary tree is a binary search tree.
- Implement a graph traversal algorithm (like BFS or DFS).
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Dynamic Programming:
- Find the longest increasing subsequence.
- Compute the number of ways to decode a message encoded as a number string (similar to the "Decode Ways" problem).
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Sorting and Searching:
- Implement a quicksort or mergesort algorithm.
- Find the kth largest element in an array.
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Number Theory and Bit Manipulation:
- Determine if a number is a power of two.
- Count the number of set bits in an integer.
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Design Questions:
- Design a least recently used (LRU) cache.
- Implement a data structure for a least frequently used (LFU) cache.
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Recursion:
- Generate all permutations of a given string.
- Solve the N-Queens puzzle.
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System Design Fundamentals:
- Design a URL shortening service (like bit.ly).
- Outline the architecture for a scalable messaging app.
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Behavioral Questions (rooted in Amazon's Leadership Principles):
- Describe a time when you disagreed with a decision and how you handled it.
- Give an example of when you took a calculated risk.
Remember, while practicing these types of problems, it's not just about getting to the correct answer; it's also about explaining your thought process, considering edge cases, analyzing the time and space complexity of your solutions, and writing clean, maintainable code.
Ref: Coding Interview Roadmap, System Design Interview Roadmap
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