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Data Structures

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Arrays

What is an Array?

Two Dimensional Arrays

Challenge 1: Remove Even Integers from an Array

Solution Review: Remove Even Integers from an Array

Challenge 2: Merge Two Sorted Arrays

Solution Review: Merge Two Sorted Arrays

Challenge 3: Find Two Numbers that Add up to "n"

Solution Review: Find Two Numbers that Add up to "n"

Challenge 4: Array of Products of All Elements Except Itself

Solution Review: Array of Products of All Elements Except Itself

Challenge 5: Find Minimum Value in Array

Solution Review: Find Minimum Value in an Array

Challenge 6: First Non-Repeating Integer in an Array

Solution Review: First Non-Repeating Integer in an Array

Challenge 7: Find Second Maximum Value in an Array

Solution Review: Find Second Maximum Value in an Array

Challenge 8: Right Rotate the Array by One Index

Solution Review: Right Rotate the Array by One Index

Challenge 9: Re-arrange Positive & Negative Values

Solution Review: Re-arrange Positive & Negative Values

Challenge 10: Rearrange Sorted Array in Max/Min Form

Solution Review: Re-arrange Sorted Array in Max/Min Form

Challenge 11: Find the Sum of Maximum Sum Subarray

Solution Review: Find the Sum of Maximum Sum Subarray

Array Interview Questions

Linked Lists

What is the Singly Linked List (SLL)?Basic Linked List Operations Insertion in a Singly Linked List Challenge 1: Insertion in a Singly Linked List (insert at End)Solution Review: Insertion in a Singly Linked List(insert at End)Insertion in Singly Linked List (Insert After)Challenge 2: Search in Singly Linked List Solution Review: Search in a Singly Linked List Singly Linked List Deletion (Implementation)Challenge 3: Deletion in Singly Linked List(Delete by Value)Solution Review: Deletion in Singly Linked List Linked Lists vs. Arrays What is a Doubly Linked List (DLL)?Linked List with Tail Challenge 4: Find the Length of a Linked List Solution Review: Find the Length of a Linked List Challenge 7: Find the Middle Node of a Linked List Solution Review: Find the Middle Node of a Linked List Challenge 8: Remove Duplicates from a Linked List Solution Review: Remove Duplicate from a Linked List Challenge 9: Union & Intersection of Lists Solution Review: Union & Intersection of Lists Challenge 10: Return the Nth node from End Solution Review: Return the Nth node from End Challenge 11: Find if Doubly Linked-list is a Palindrome Solution: Find if a Doubly Linked-list is a Palindrome Linked list Interview Questions

Stack/Queues

What is a Stack?Stack (Implementation)What is a Queue?Queue (Implementation)Challenge 1: Generate Binary Numbers from 1 to n using a Queue Solution Review: Generate Binary Numbers from 1 to n using Queue Challenge 2: Implement Two Stacks using one Array Solution Review: Implement Two Stacks using one Array Challenge 3: Reversing the First k Elements of a Queue Solution Review: Reversing the First k Elements of a Queue Challenge 4: Implement Queue using Stack Solution Review: Implement Queue using Stack Challenge 5: Sort the Values in a Stack Solution Review: Sort the Values in a Stack Challenge 6: Evaluate Postfix Expressions using Stacks Solution Review: Evaluate Postfix Expressions using Stacks Challenge 7: Next Greater Element using Stack Solution Review: Next Greater Element using Stack Challenge 8: Solve a Celebrity Problem using a Stack Solution Review: Solve a Celebrity Problem using a Stack Challenge 9: Check for Balanced Parentheses using a Stack Solution Review: Check for Balanced Parentheses using a Stack Challenge 10: Create Stack where min() gives minimum in O(1)Solution Review: Create Stack where min() gives minimum in O(1)Stack/Queue Interview Questions

Graphs

What is a Graph?Representation of Graphs Graph Implementation Complexities of Graph Operations What is a Bipartite Graph?Graph Traversal Algorithms Challenge 1: Implement Breadth First Search Solution Review: Implement Breadth First Search Challenge 2: Implement Depth First Search Solution Review: Implement Depth First Search Challenge 3: Cycle Detection in a Directed Graph Solution Review: Cycle Detection in a Directed Graph Challenge 4: Find "Mother Vertex" in a Directed Graph Solution Review: Find "Mother Vertex" in a Directed Graph Challenge 5: Count the Number of Edges in an Undirected Graph Solution Review: Count the number of Edges in an Undirected Graph Challenge 6: Check if a Path Exists Between Two Vertices Solution Review: Check if a Path Exists Between Two Vertices Challenge 7: Check if a Directed Graph is Tree or not Solution Review: Check if a Directed Graph is Tree or not Challenge 8: Find Length of Shortest Path between Two Vertices Solution Review: Find the Shortest Path between Two Vertices Challenge 9: Remove Edge from a Directed Graph Solution Review: Remove Edge from a Directed Graph Graph Interview Questions

Trees

What is a Tree?Types of Trees What Makes a Tree Balanced?What is a Binary Tree?More on Complete Binary Trees Skewed Binary Tree What is a Binary Search Tree (BST)?Insertion in Binary Search Trees Insertion in BST (Complete Implementation)Search in Binary Search Trees (Implementation)Deletion in Binary Search Trees Deletion in Binary Search Trees (Implementation)Pre-Order Traversal in Binary Search Trees In-Order Traversal in Binary Search Trees Post-Order Traversal in Binary Search Tree What is an AVL Tree?AVL Insertion AVL Deletion What is a Red-Black Tree?Red-Black Tree Insertion Red-Black Tree Deletion What is a 2-3 Tree?2-3 Insertion 2-3 Deletion (Case #1)2-3 Deletion (Case #2)2-3-4 Trees Overview of Trees Challenge 1: Find the Minimum Value in a Binary Search Tree Solution Review: Find the Minimum Value in a Binary Search Tree Challenge 2: Find kth Maximum Value in a Binary Search Tree Solution Review: Find kth Maximum Value in a Binary Search Tree Challenge 3: Find Ancestors of Given Node in Binary Search Tree Solution Review: Find Ancestors of a Given Node in a BST Challenge 4: Find the Height of a Binary Search Tree Solution Review: Find the Height of a Binary Search Tree Challenge 5: Find Nodes at "k" Distance from the Root Solution Review: Find Nodes at "k" Distance from the Root Tree Interview Questions

Trie (Advanced Trees)

What is a Trie?The Structure of a Trie Insertion in a Trie Search in a Trie Deletion in a Trie Challenge 1: Total Number of Words in a Trie Solution Review: Total Number of Words in a Trie Challenge 2: Find All of the Words in a Trie Solution Review: Find All of the Words in a Trie Challenge 3: Sort the Elements of an Array using a Trie.Solution Review: Sort the Elements of an Array using a Trie.Challenge 4: Word Formation from a Given Dictionary using a Trie Solution Review: Word Formation from Given Dictionary using Trie Trie Interview Questions

Heaps

What is a Heap Why Use Heaps?Heap Representation in Arrays Max Heap: Introduction Max Heap (Implementation)Min Heap: An Introduction Min Heap (Implementation)Challenge 1: Convert a Max-Heap to a Min-Heap Solution Review: Convert a Max-Heap to a Min-Heap Challenge 2: Find the k Smallest Elements in an Array Solution Review: Find the k Smallest Elements in an Array Challenge 3: Find the k Largest Elements in an Array Solution Review: Find the k Largest Elements in an Array Heap Interview Questions

Hash Tables

What is a Hash Table?Hash Functions Collisions in Hash Tables Building a Hash Table from Scratch Add/Remove & Search in a Hash Table (Implementation)Complete Implementation of Hash Tables Trie vs Hash Table HashMap vs HashSet Challenge 1: Find whether an array is a subset of another array Solution Review: Find whether an array is a subset of another array Challenge 2: Check if the given arrays are disjoint Solution Review: Check if the given arrays are disjoint Challenge 3: Find symmetric pairs in an Array Solution Review: Find symmetric pairs in an Array Challenge 4: Trace the complete path of a journey Solution Review: Trace the complete path of a journey Challenge 5: Find two pairs in an Array such that a+b = c+d Solution Review: Find two pairs in an Array such that a+b = c+d Challenge 6: Find If a Subarray with a Sum Equal to 0 Exists Solution Review: Find if a subarray with a sum equal to 0 exists.Challenge 7: First Non-Repeating Integer in an Array Solution Review: First Non-Repeating Integer in an Array Challenge 8: Remove Duplicate from a Linked List using Hashing Solution Review: Remove Duplicate from Linked List using Hashing Challenge 9: Union and Intersection of Lists using Hashing Solution Review: Union and Intersection of Lists using Hashing Challenge 10: Find Two Numbers that Add up to "n"Solution Review: Find Two Numbers that Add up to "n"Hashing Interview Questions

Conclusion

Challenge 4: Array of Products of All Elements Except Itself

Try to solve the Product of Array Except Self problem.

We'll cover the following

Statement
Examples
Try it yourself

Statement

You’re given an integer array, nums. Return a resultant array product so that product[i] is equal to the product of all the elements of nums except nums[i].

Write an algorithm that runs in $O(n)$ time without using the division operation.

Constraints:

$2 \leq$ nums.length $\leq 10^3$
$-30 \leq$ nums[i] $\leq 30$
The product of any prefix or suffix of nums is guaranteed to fit in a 32-bit integer.

Examples