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HomeLearnDSATrees & Graphs
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Trees & Graphs

Binary trees, BSTs, DFS, BFS, topological sort, union-find — every tree and graph pattern asked at FAANG companies. Build the intuition to derive solutions on the fly.

2 chapters 5 lessons
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Course content

1

Binary Trees

2 lessons · 14 problems
  • 1Tree Traversal (DFS & BFS)
    Intermediate14 min read
  • 2Binary Search Tree Operations
    Intermediate14 min read
  • Practice problems

    Invert Binary TreeEasy
  • Validate Binary Search TreeMedium
  • Binary Tree Level Order TraversalMedium
  • Binary Tree Inorder TraversalEasy
  • Maximum Depth of Binary TreeEasy
  • Binary Tree Zigzag Level Order TraversalMedium
  • Construct Binary Tree from Preorder and Inorder TraversalMedium
  • Insert into a Binary Search TreeMedium
  • Kth Smallest Element in a BSTMedium
  • Lowest Common Ancestor of a Binary TreeMedium
  • Lowest Common Ancestor of a Binary Search TreeMedium
  • Path Sum IIMedium
  • Diameter of Binary TreeEasy
  • Implement Trie (Prefix Tree)Medium
2

Graph Algorithms

3 lessons · 9 problems
  • 1Graph DFS & BFS
    Intermediate14 min read
  • 2Topological Sort
    Advanced12 min read
  • 3Union-Find (Disjoint Sets)
    Advanced12 min read
  • Practice problems

    Redundant ConnectionMedium
  • Accounts MergeMedium
  • Number of IslandsMedium
  • Clone GraphMedium
  • Course ScheduleMedium
  • Rotting OrangesMedium
  • Word LadderHard
  • Course Schedule IIMedium
  • Number of ProvincesMedium