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    ← DSA Roadmap
    🌳
    Topic #5

    Trees

    Binary trees, BSTs, and tree traversals. Foundation for many interview problems.

    Time

    BST Search/Insert/Delete: O(log n) avg, O(n) worst

    Space

    O(n)

    Problems

    5 must-do

    Key Patterns

    DFS (Inorder, Preorder, Postorder)
    BFS (Level Order)
    Recursive Subtree
    BST Property
    Lowest Common Ancestor

    πŸ“‹ Must-Do Problems

    #ProblemDifficultyAsked At
    1Maximum Depth of Binary Tree
    Easy
    Google
    Amazon
    Meta
    2Validate Binary Search Tree
    Medium
    Microsoft
    Amazon
    Google
    3Binary Tree Level Order Traversal
    Medium
    Amazon
    Meta
    Microsoft
    4Lowest Common Ancestor
    Medium
    Google
    Meta
    Amazon
    5Serialize and Deserialize Binary Tree
    Hard
    Google
    Amazon
    Microsoft

    πŸ’‘ Key Concepts

    1.

    Most tree problems can be solved recursively

    2.

    Inorder traversal of BST gives sorted order

    3.

    Height of balanced tree = O(log n), skewed tree = O(n)

    4.

    BFS uses queue; DFS uses stack/recursion

    Continue Practicing

    DSA Roadmap DSA Interview Q&A Practice Games