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400+ Interview Questions and Answers

Updated 1 Dec 2024
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Q1. Crazy Numbers

Ninja loves playing with numbers. So one day, he wants to arrange a few numbers in the ‘N’ number of rows. The first row contains 1 number, the second row has two numbers, the third row has 3 digit...read more

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Q2. Compress the String

Ninja has been given a program to do basic string compression. For a character that is consecutively repeated more than once, he needs to replace the consecutive duplicate occurrences with th...read more

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Q3. Ninja And The New Year Guests

Ninja has organized the new year party and invited all the programmers for it, as being the programmer also has been invited by Ninja.

To detect whether the guest is a programmer or...read more

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Q4. Write a program: two input, one is N(any integer, lets say 3), second input will be array of integers(duplicate/multiple occurrences of same integer, lets say [2,3,2,4,2] ). You have to return the number whose ...

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Ans.

Program to find the number whose occurrence is greater than N/2 in an array of integers.

  • Take two inputs, one integer N and an array of integers.

  • Loop through the array and count the occurrence of each number.

  • Return the number whose occurrence is greater than N/2.

  • If no such number found, return '-1'.

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Asked in
CSD Interview
Q5. Swap Kth Elements

Given an array ‘ARR’ of size ‘N,’ swap the Kth element from beginning with the Kth element from the end.

For example:
If ‘N’ = 5 and K = 2 [1, 2, 3, 4, 5] Then the output will be [1, 4, 3, 2, 5...read more
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Q6. Maximum Subarray Sum

You are given an array (ARR) of length N, consisting of integers. You have to find the sum of the subarray (including empty subarray) having maximum sum among all subarrays.

A subarray is a ...read more

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Q7. Maximum meetings

You are given the schedule of N meetings with their start time Start[i] and end time End[i]. But you have only 1 meeting room. So, you need to tell the meeting numbers you can organize in the gi...read more

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Q8. Fibonacci Member

Given a number N, figure out if it is a member of fibonacci series or not. Return true if the number is member of fibonacci series else false.

Fibonacci Series is defined by the recurrence

 F(n)...read more
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Q9. Ways To Make Coin Change

You are given an infinite supply of coins of each of denominations D = {D0, D1, D2, D3, ...... Dn-1}. You need to figure out the total number of ways W, in which you can make a change fo...read more

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Q10. Longest Increasing Subsequence

For a given array with N elements, you need to find the length of the longest subsequence from the array such that all the elements of the subsequence are sorted in strictly increa...read more

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Q11. Coin game winner where every player has three choices

Two players 'X' and 'Y', are playing a coin game. Initially, there are 'N' coins. Each player can pick exactly 'A' coins or 'B' coins or 1 coin. A player los...read more

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Q12. Next Permutation

You have been given a permutation of ‘N’ integers. A sequence of ‘N’ integers is called a permutation if it contains all integers from 1 to ‘N’ exactly once. Your task is to rearrange the number...read more

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Q13. Sort An Array of 0s, 1s and 2s

You have been given an array/list ARR consisting of ‘N’ elements. Each element in the array is either 0, 1 or 2.

Now, your task is to sort this array/list in increasing order. For ...read more

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Q14. Pairs with difference K

You are given with an array of integers and an integer K. You have to find and print the count of all such pairs which have difference K.

Note: Take absolute difference between the elemen...read more

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Q15. Find Duplicates In Array

You are given an array/list 'ARR' consisting of N integers, which contains elements only in the range 0 to N - 1. Some of the elements may be repeated in 'ARR'. Your task is to find all ...read more

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Q16. Count Ways To Reach The N-th Stairs

You have been given a number of stairs. Initially, you are at the 0th stair, and you need to reach the Nth stair. Each time you can either climb one step or two steps. You are...read more

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Q17. Trapping Rain Water

You have been given a long type array/list 'ARR' of size 'N'. It represents an elevation map wherein 'ARR[i]' denotes the elevation of the 'ith' bar. Print the total amount of rainwater that ...read more

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Q18. Digits Decoding

A few days back, Ninja encountered a string containing characters from ‘A’ to ‘Z’ which indicated a secret message. For security purposes he encoded each character of the string to its numeric v...read more

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Q19. Closest Perfect Square

You are given a positive integer ‘N’. You are required to print the perfect square number closest to the ‘N’ and the number of steps required to reach that number.

For Example:
N = 21 The ...read more
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Q20. Longest Palindromic Substring

Given a string ’S’ consisting of lower case English letters, you are supposed to return the longest palindromic substring of ‘S’.

Note that in case of more than one longest palindro...read more

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Q21. Find Nth Prime

You are given a number 'N'. Your task is to find Nth prime number.

A prime number is a number greater than 1 that is not a product of two smaller natural numbers. Prime numbers have only two facto...read more

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Q22. Missing Number

Given an array ‘ARR’ of ‘N’ integers, where all the elements occur an even number of times and only one number occurs an odd number of times. Find the number which occurs an odd number of times.

E...read more
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Q23. Nearest numbers with the same number of set bits

Given a positive integer ‘n’, your task is to find the next smallest integer and the previous largest integer having the exact number of ‘1’ bits set in their bin...read more

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Q24. Complete String

Ninja developed a love for arrays and strings so this time his teacher gave him an array of strings, ‘A’ of size ‘N’. Each element of this array is a string. The teacher taught Ninja about prefix...read more

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Q25. Check If The String Is A Palindrome

You are given a string 'S'. Your task is to check whether the string is palindrome or not. For checking palindrome, consider alphabets and numbers only and ignore the symbols ...read more

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Q26. Equilibrium Index

You are given an array Arr consisting of N integers. You need to find the equilibrium index of the array.

An index is considered as an equilibrium index if the sum of elements of the array to t...read more

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Q27. Valid Parentheses

You're given string ‘STR’ consisting solely of “{“, “}”, “(“, “)”, “[“ and “]” . Determine whether the parentheses are balanced.

Input Format:
The first line contains an Integer 'T' which denot...read more
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Q28. Second largest element in the array

A few days back, Ninja encountered a string containing characters from ‘A’ to ‘Z’ which indicated a secret message. For security purposes he encoded each character of the stri...read more

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Q29. 0 1 Knapsack

A thief is robbing a store and can carry a maximum weight of ‘W’ into his knapsack. There are 'N' items available in the store and the weight and value of each item is known to the thief. Consideri...read more

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Q30. K - Sum Path In A Binary Tree

You are given a binary tree in which each node contains an integer value and a number ‘K’. Your task is to print every path of the binary tree with the sum of nodes in the path as ‘...read more

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Q31. Convert Sentence

You are given a sentence in the form of a string ‘S’. You have to convert ‘S’ into its equivalent mobile numeric keypad sequence, i.e. print the sequence in such a way that if it is typed on the...read more

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Q32. Find prime numbers

You are given a positive integer ‘N’. Your task is to print all prime numbers less than or equal to N.

Note: A prime number is a natural number that is divisible only by 1 and itself. Example ...read more

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Asked in
SDE Interview
Q33. Puzzle Question

How do we measure forty-five minutes using two identical wires, each of which takes an hour to burn? We have matchsticks with us. The wires burn non-uniformly. So, for example, the two halves of ...read more

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Q34. K subsets with equal sum

You are given an array of integers "ARR" of length 'N' and an integer 'K'. Your task is to find whether or not you can divide the array "ARR" into 'K' subsets with equal sum.

A subset of...read more

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Q35. Subsequences of String

You are given a string 'STR' containing lowercase English letters from a to z inclusive. Your task is to find all non-empty possible subsequences of 'STR'.

A Subsequence of a string is the...read more
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Asked in
CSD Interview
Q36. Count derangements

A Derangement is a permutation of ‘N’ elements, such that no element appears in its original position. For example, an instance of derangement of {0, 1, 2, 3} is {2, 3, 1, 0}, because 2 presen...read more

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Q37. Move All Negative Numbers To Beginning And Positive To End

You are given an array 'ARR' consisting of 'N' integers. You need to rearrange the array elements such that all negative numbers appear before all posit...read more

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Q38. 0 1 Knapsack

A thief is robbing a store and can carry a maximal weight of W into his knapsack. There are N items and the ith item weighs wi and is of value vi. Considering the constraints of the maximum weight t...read more

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Q39. Common Elements

Given two 1-dimensional arrays containing strings of lowercase alphabets, print the elements that are common in both the arrays i.e. the strings that are present in both the arrays.

Note:
An elem...read more
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Q40. Count characters

Write a program to count and print the total number of characters (lowercase english alphabets only), digits (0 to 9) and white spaces (single space, tab i.e. '\t' and newline i.e. '\n') entered...read more

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Q41. N-th Term Of GP

You are given the first term (A), the common ratio (R) and an integer N. Your task is to find the Nth term of the GP series.

The general form of a GP(Geometric Progression) series is A, A(R), A(R...read more

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Q42. K Sum Subset

You are given an array ‘arr’ of size ‘N’ and an integer ‘K’. Your task is to find the maximum subset-sum of the array that is not greater than ‘K’.

For Example:
Your are given ‘arr’ = [1, 3, 5, 9],...read more
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Q43. Trailing Zeros in Factorial

You are given an integer N, you need to find the number of trailing zeroes in N! (N factorial).

Note:

1. Trailing zeros in a number can be defined as the number of continuous suffix z...read more
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Q44. Letter Combinations of a Phone Number

Given a string S containing digits from 2 to 9 inclusive. Your task is to find all possible letter combinations that the number could represent.

A mapping from Digits to Le...read more
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Q45. Minimum Number of Platform Needed

You are given the arrival and departure times of N trains at a railway station in a day. You need to find the minimum of platforms required for the railway station such that no ...read more

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Q46. Pair Sum

You are given an integer array 'ARR' of size 'N' and an integer 'S'. Your task is to return the list of all pairs of elements such that each sum of elements of each pair equals 'S'.

Note:

Each pair shou...read more
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Q47. Two Sum

You are given an array of integers 'ARR' of length 'N' and an integer Target. Your task is to return all pairs of elements such that they add up to Target.

Note:

We cannot use the element at a given inde...read more
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Asked in
CSD Interview
Q48. Second largest element in the array

You have been given an array/list 'ARR' of integers. Your task is to find the second largest element present in the 'ARR'.

Note:
a) Duplicate elements may be present. b) If no...read more
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Q49. Validate BST

Given a binary tree with N number of nodes, check if that input tree is BST (Binary Search Tree) or not. If yes, return true, return false otherwise.

A binary search tree (BST) is a binary tree data...read more

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Asked in
SDE Interview
Q50. Partition to K equal sum subsets

You are given an array of 'N' integers, and a positive integer 'K'. You need to determine if it is possible to divide the array into 'K' non-empty subsets such that the sum of el...read more

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Q51. First non repeating character

Ninja is now bored with numbers and is now playing with characters but hates when he gets repeated characters. Ninja is provided a string, and he wants to return the first unique ch...read more

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Asked in
SDE Interview
Q52. Sort A “K” Sorted Doubly Linked List

You’re given a doubly-linked list with N nodes, where each node deviates at max K position from its position in the sorted list. Your task is to sort this given doubly linke...read more

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Q53. Reverse Alternate K nodes

You are given a Singly Linked List of integers and a positive integer 'K'. Modify the linked list by reversing every alternate 'K' nodes of the linked list.

A singly linked list is a ty...read more
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Q54. This is for Mainframe Dev. how would you sort two unsorted ps files into three different ps files having unique records of both the files in different files and common records in one. explain the steps.

Ans.

Sort two unsorted PS files into three different PS files with unique and common records.

  • Use SORT utility to sort the two input files individually.

  • Use JOINKEYS to join the two sorted files on a common key.

  • Use OUTFIL to direct the output to three different files based on the record type.

  • Ensure that the output files have unique records and common records as required.

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Q55. Convert String

You are given a string 'STR'. You have to convert the first alphabet of each word in a string to UPPER CASE.

For example:

If the given string 'STR' = ”I am a student of the third year” so you hav...read more
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Q56. Print All Paths

You are given a graph with ‘N’ nodes and ‘M’ unidirectional edges. Also you are given two integers ‘S’ and ‘D’ denoting the source and destination. Your task is to find all the paths from ‘S’ to...read more

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Q57. Maximum Path Sum Between Two Leaves

You are given a non-empty binary tree where each node has a non-negative integer value. Return the maximum possible sum of path between any two leaves of the given tree.

The p...read more

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Q58. Selling Stock

You have been given stock values/prices for N number of days. Every i-th day signifies the price of a stock on that day. Your task is to find the maximum profit which you can make by buying and sel...read more

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Q59. Word Break

You are given a list of “N” strings A. Your task is to check whether you can form a given target string using a combination of one or more strings of A.

Note :
You can use any string of A multiple tim...read more
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Q60. Check If One String Is A Rotation Of Another String

You are given two Strings 'P' and 'Q' of equal length. Your task is to check whether String 'P' can be converted into String 'Q' by cyclically rotating it to t...read more

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Asked in
SDE Interview
Q61. Merge k sorted lists

Given 'K' sorted linked lists, each list is sorted in increasing order. You need to merge all these lists into one single sorted list. You need to return the head of the final linked list.

I...read more
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Q62. Zigzag Binary Tree Traversal

Given a binary tree, return the zigzag level order traversal of the nodes' values of the given tree. Zigzag traversal means starting from left to right, then right to left for the ne...read more

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Q63. Find Number Of Islands

You are given a 2-dimensional array/list having N rows and M columns, which is filled with ones(1) and zeroes(0). 1 signifies land, and 0 signifies water.

A cell is said to be connected to...read more

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Q64. Remove String

You have been given a linked list where each node has a single character. You have also been given a string 'STR'.

You have to remove all the occurrences of string STR from the linked list.

Note:
1...read more
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Q65. Most Frequent Word

You are given two strings 'A' and 'B' of words. Your task is to find out the most frequent and lexicographically smallest word in string 'A', which is not present in string 'B'. If no such wor...read more

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Q66. Puzzle

How do we measure forty-five minutes using two identical wires, each of which takes an hour to burn? We have matchsticks with us. The wires burn non-uniformly. So, for example, the two halves of wire migh...read more

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Q67. Guess The Number

You are given an integer ‘N’ and there is a hidden number in the range [0, N] which you have to guess. You are also given a function higherLower(k) to help you in guessing the number. The ‘highe...read more

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Q68. Detect and Remove Loop

Given a singly linked list, you have to detect the loop and remove the loop from the linked list, if present. You have to make changes in the given linked list itself and return the update...read more

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Q69. Trapping Rainwater

You have been given a long type array/list 'ARR' of size 'N'. It represents an elevation map wherein 'ARR[i]' denotes the elevation of the 'ith' bar. Print the total amount of rainwater that c...read more

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Q70. Reverse Linked List
Input Format :
The first line of input contains a single integer T, re...read more
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Q71. Merge Sort Linked List

You are given a Singly Linked List of integers. Sort the Linked List using merge sort.

Merge Sort is a Divide and Conquer algorithm. It divides the input into two halves, calls itself for ...read more

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Q72. Left and Right Rotation of a String

You are given a string 'str' and an integer 'D'. Your task is to rotate the given string left (anticlockwise) and right (clockwise) by 'D' units from the starting index. You a...read more

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Q73. Count Palindrome Words in A String

You are given a string S of words. Your task is to find the number of palindrome words in the given string S. A word is called palindrome, if it reads the same backwards as for...read more

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Q74. Minimum steps to reach target by a Knight

You have been given a square chessboard of size ‘N x N’. The position coordinates of the Knight and the position coordinates of the target are also given.

Your task is t...read more

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Q75. Preorder Traversal

You are given the root node of a binary tree consisting of ‘N’ nodes. Your task is to return its preorder traversal. The preorder traversal of a binary tree is defined as a process of traversi...read more

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Asked in
SDE Interview
Q76. Duplicate Subtrees

You have been given a binary tree, you are supposed to return the root values of all the duplicate subtrees. For each duplicate subtree, you only need to return the root value of any one of th...read more

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Q77. Check If Binary Representation of a Number is Palindrome

Ninja is given an integer ‘N’. Ninja wants to find whether the binary representation of integer ‘N’ is palindrome or not.

A palindrome is a sequence of ch...read more

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Q78. Make Unique Array

You are given an array ‘ARR’ of size ‘N,’ and you have to tell the minimum number of elements that need to be removed such that the array contains all distinct elements. More formally, there sh...read more

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Q79. Distribute N candies among K people

Sanyam has ‘N’ candies, he wants to distribute that into ‘K’ of his friends. He made his ‘K’ friends stand in line, in increasing order of his likeness. Not being so smart he ...read more

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Q80. Median of two sorted arrays

You are given two sorted arrays 'A' & 'B' of sizes 'N' & 'M'. You need to find the median of the two arrays when merged. If the total number of elements i.e., N + M is even then the m...read more

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Q81. Sort 0 1

You have been given an integer array/list(ARR) of size N that contains only integers, 0 and 1. Write a function to sort this array/list. Think of a solution which scans the array/list only once and don'...read more

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Q82. Optimize The Code

While practicing questions on data structures, Ninja faced a problem and was not able to pass all the test cases of a question as the time complexity of the code Ninja made was very large. Nin...read more

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Q83. Check Palindrome

Ninja is given an integer ‘N’. Ninja wants to find whether the binary representation of integer ‘N’ is palindrome or not.

A palindrome is a sequence of characters that reads the same backward as...read more

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Q84. Spiral Order Traversal of a Binary Tree

You have been given a binary tree of 'N' nodes. Print the Spiral Order traversal of this binary tree.

For example
For the given binary tree [1, 2, 3, -1, -1, 4, 5, -1, -1,...read more
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Q85. Number of Pairs with Given Sum

You have been given an integer array/list(arr) and a number 'Sum'. Find and return the total number of pairs in the array/list which when added, results equal to the 'Sum'.

Note:
G...read more
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Q86. Check whether second string can be formed from characters of first string

You are given two strings STR1 and STR2. You need to check whether STR2 can be formed from the characters of STR1. Both the strings can ...read more

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Q87. Reverse Stack Using Recursion

Reverse a given stack of integers using recursion.

Note:

You are not allowed to use any extra space other than the internal stack space used due to recursion. You are not allowed to...read more
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Q88. Jumping Game

You are given ‘n’ carrots numbered from 1 to ‘n’. There are k rabbits. Rabbits can jump to carrots only with the multiples of Aj(Aj,2Aj,3Aj…) for all rabbits from 1 to k.

Whenever Rabbit reaches a c...read more

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Q89. String Transformation

Given a string (STR) of length N, you have to create a new string by performing the following operation:

Take the smallest character from the first 'K' characters of STR, remove it from STR...read more

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Q90. Segregate Odd-Even

There is a wedding ceremony at NinjaLand. The bride and groom want everybody to play a game and thus, they have blindfolded the attendees. The people from the bride’s side are holding odd numb...read more

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Q91. Write a program: single input as a string(lets say "aaabcccfffghh"), you have to return the char and their occurrence as a string. In this case you have to return "a3b1c3f3g1h2"

Ans.

Program to return character and their occurrence in a string.

  • Iterate through the string and count the occurrence of each character.

  • Store the count in a dictionary or hashmap.

  • Create a new string by concatenating the character and their count.

  • Return the new string.

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Q92. Smallest Window

You are given two strings S and X containing random characters. Your task is to find the smallest substring in S which contains all the characters present in X.

Example:

Let S = “abdd” and X = “b...read more
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Q93. how would you handle overflow condition of an array? SB37,SD37,SE37,S0C4,S0C7?JCL - how to backup all GDG versions in one step? what are COMP & COMP-3 vars and what it's used for?

Ans.

Handling overflow condition of an array and backing up GDG versions in one step in JCL

  • For overflow, check array bounds before accessing elements

  • For SB37, increase primary/secondary space allocation

  • For SD37, increase directory blocks

  • For SE37, increase primary/secondary space allocation for PDS

  • For S0C4, check for null pointers or uninitialized variables

  • For S0C7, check for invalid data types or out-of-bounds array access

  • To backup all GDG versions in one step, use the GDG base na...read more

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Q94. 1. How to make object thread-safe? 2. Create an Immutable class. 3. Which Garbage collection algorithm is used in Java. 4. print the left view of the Binary tree 5. working of Circuiter breaker design pattern. ...

read more
Ans.

Technical interview questions for Associate Staff Engineer position

  • To make an object thread-safe, use synchronization or use thread-safe data structures

  • Immutable class is a class whose state cannot be modified after creation

  • Java uses a mark-and-sweep algorithm for garbage collection

  • To print the left view of a binary tree, perform a level order traversal and print the first node at each level

  • Circuit breaker design pattern is used to prevent cascading failures in distributed sy...read more

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Q95. Count derangements

Given a number ‘N', the task is to find the total number of derangements of a set of ‘N’ elements.

A ‘Derangement’ is a permutation of 'N' elements, such that no element appears in its origina...read more

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Q96. Difference between microflow flow and nano flow

Ans.

Microflow is a flow with a rate of 1-1000 µL/min while nano flow is a flow with a rate of 1-1000 nL/min.

  • Microflow is used in HPLC and capillary electrophoresis while nano flow is used in nano-LC and proteomics.

  • Microflow requires larger sample volumes while nano flow requires smaller sample volumes.

  • Microflow has lower sensitivity compared to nano flow.

Add your answer
Q97. Factorial of a Number

Write a program to find the factorial of a number.

Factorial of n is:

n! = n * (n-1) * (n-2) * (n-3)....* 1

Output the factorial of 'n'. If it does not exist, output 'Error'.

Input format :...read more
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Q98. write a program: if input is "my_first_variable" return output as "myFirstVariable" and vice-versa

Ans.

A program to convert a variable name from snake_case to camelCase and vice-versa.

  • Split the input string by underscore (_) to get an array of words.

  • For snake_case to camelCase conversion, capitalize the first letter of each word except the first one.

  • For camelCase to snake_case conversion, insert an underscore (_) before each capital letter except the first one.

  • Join the array of words with the appropriate delimiter to get the converted variable name.

Add your answer
Q99. DFS Traversal

Given an undirected and disconnected graph G(V, E), containing 'V' vertices and 'E' edges, the information about edges is given using 'GRAPH' matrix, where i-th edge is between GRAPH[i][0] and GRAP...read more

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Q100. How to write HTML code considering web accessibility for disabled person

Ans.

Writing accessible HTML code for disabled persons

  • Use semantic HTML tags to provide structure and meaning to the content

  • Include alternative text for images and other non-text content

  • Ensure color contrast meets accessibility standards

  • Provide keyboard navigation and focus styles for interactive elements

  • Use ARIA attributes to enhance accessibility for dynamic content

  • Test with screen readers and other assistive technologies

  • Consider using accessible frameworks and libraries

  • Provide ...read more

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