Transform linked list to hash map

Last updated: June 8, 2026

Quick Overview

Given a linked list where each node contains a key-value pair, transform the linked list into a hash map. The output should be a hash map where the keys are derived from the linked list nodes, and the values correspond to the associated values from those nodes. Ensure that the transformation preserves the key-value relationships and handles potential duplicate keys appropriately.

Capital One
Coding & Algorithms
Machine Learning Engineer
Capital One
June 8, 2026
Machine Learning Engineer
Phone Screen
Coding & Algorithms
Medium

10

3

339 solved


Given a linked list where each node contains a key-value pair, transform the linked list into a hash map. The output should be a hash map where the keys are derived from the linked list nodes, and the values correspond to the associated values from those nodes. Ensure that the transformation preserves the key-value relationships and handles potential duplicate keys appropriately.

Coding interviews at Capital One focus on problem-solving approach as much as the final solution. The interviewer wants to see you break down the problem, consider edge cases, and optimize iteratively. Communication throughout the process is key.

What the Interviewer Expects
  • Recognize the underlying problem pattern (sliding window, two pointers, BFS/DFS, etc.)
  • Discuss multiple approaches and trade-offs before coding
  • Implement an optimal solution with clean, production-quality code
  • Handle all edge cases including boundary conditions and invalid input
  • Optimize both time and space complexity with clear justification
  • Test your solution systematically with well-chosen examples
Key Topics to Cover
Common algorithm patterns (sliding window, two pointers, BFS/DFS)
Edge cases and input validation
Dynamic programming and memoization
Data structure selection and trade-offs
How to Approach This
  1. Clarify input constraints and edge cases before writing code.
  2. Walk through your approach verbally and confirm with the interviewer before coding.
  3. Start with a brute force solution, then optimize. Mention time and space complexity.
  4. Test your solution with examples, including edge cases like empty input or duplicates.
  5. Consider common patterns: sliding window, two pointers, hash map, BFS/DFS, dynamic programming.
Possible Follow-up Questions
  • Can you solve this in a single pass?
  • What if the input doesn't fit in memory?
  • Can you solve this iteratively instead of recursively (or vice versa)?
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Sample Answer
Problem Analysis

The problem at hand requires transforming a linked list into a hash map, preserving the key-value relationships within the nodes of the linked list. The specific pattern that applies here is the direc...

Approach

The algorithm can be broken down into the following steps:

  1. Initialize an empty hash map.
  2. Traverse the linked list starting from the head node.
  3. For each node, check if the key already ex...

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