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    ← DSA Roadmap
    πŸ”—
    Topic #3

    Linked Lists

    Singly and doubly linked lists. Master the fast-slow pointer technique for cycle detection and middle finding.

    Time

    Access: O(n), Search: O(n), Insert at head: O(1), Delete: O(1) if node known

    Space

    O(n)

    Problems

    5 must-do

    Key Patterns

    Fast & Slow Pointers
    Reverse Linked List
    Merge Two Lists
    Dummy Head Node
    Runner Technique

    πŸ“‹ Must-Do Problems

    #ProblemDifficultyAsked At
    1Reverse Linked List
    Easy
    Microsoft
    Amazon
    Google
    2Detect Cycle in Linked List
    Easy
    Amazon
    Microsoft
    TCS
    3Merge Two Sorted Lists
    Easy
    Amazon
    Microsoft
    Apple
    4Remove Nth Node From End
    Medium
    Google
    Meta
    Amazon
    5LRU Cache
    Hard
    Google
    Amazon
    Microsoft

    πŸ’‘ Key Concepts

    1.

    Always use a dummy head node to simplify edge cases

    2.

    Fast-slow pointers: slow moves 1 step, fast moves 2 steps

    3.

    To reverse: keep track of prev, curr, next pointers

    4.

    Linked lists have poor cache locality compared to arrays

    Continue Practicing

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