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10+ Palaash Media & Interactives Interview Questions and Answers

Updated 5 Feb 2024
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Q1. How to design a search engine? If each document contains a set of keywords, and is associated with a numeric attribute, how to build indices?

Ans.

To design a search engine with keyword-based document indexing and numeric attributes, we need to build appropriate indices.

  • Create an inverted index for each keyword, mapping it to the documents that contain it

  • For numeric attributes, use a B-tree or other appropriate data structure to store the values and their associated documents

  • Combine the indices to allow for complex queries, such as keyword and attribute filters

  • Consider using stemming or other text processing techniques ...read more

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Q2. Most phones now have full keyboards. Before there there three letters mapped to a number button. Describe how you would go about implementing spelling and word suggestions as people type

Ans.

Implement spelling and word suggestions for full keyboard phones

  • Create a dictionary of commonly used words

  • Use algorithms like Trie or Levenshtein distance to suggest words

  • Implement auto-correct feature

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Q3. Given an array of integers which is circularly sorted, how do you find a given integer

Ans.

To find a given integer in a circularly sorted array of integers, use binary search with slight modifications.

  • Find the middle element of the array.

  • If the middle element is the target, return its index.

  • If the left half of the array is sorted and the target is within that range, search the left half.

  • If the right half of the array is sorted and the target is within that range, search the right half.

  • If the left half is not sorted, search the right half.

  • If the right half is not so...read more

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Q4. How would you determine if someone has won a game of tic-tac-toe on a board of any size?

Ans.

To determine if someone has won a game of tic-tac-toe on a board of any size, we need to check all possible winning combinations.

  • Create a function to check all rows, columns, and diagonals for a winning combination

  • Loop through the board and call the function for each row, column, and diagonal

  • If a winning combination is found, return the player who won

  • If no winning combination is found and the board is full, return 'Tie'

  • If no winning combination is found and the board is not f...read more

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Q5. Given two files that has list of words (one per line), write a program to show the intersection

Ans.

Program to find intersection of words in two files

  • Read both files and store words in two arrays

  • Loop through one array and check if word exists in other array

  • Print the common words

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Q6. Given an array of numbers, replace each number with the product of all the numbers in the array except the number itself *without* using division

Ans.

Replace each number in an array with the product of all other numbers without using division.

  • Iterate through the array and calculate the product of all numbers to the left of the current index.

  • Then, iterate through the array again and calculate the product of all numbers to the right of the current index.

  • Multiply the left and right products to get the final product and replace the current index with it.

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Q7. Write a program to find depth of binary search tree without using recursion

Ans.

Program to find depth of binary search tree without recursion

  • Use a stack to keep track of nodes and their depths

  • Iteratively traverse the tree and update the maximum depth

  • Return the maximum depth once traversal is complete

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Q8. Find the maximum rectangle (in terms of area) under a histogram in linear time

Ans.

Find the maximum rectangle (in terms of area) under a histogram in linear time

  • Use a stack to keep track of the bars in the histogram

  • For each bar, calculate the area of the rectangle it can form

  • Pop the bars from the stack until a smaller bar is encountered

  • Keep track of the maximum area seen so far

  • Return the maximum area

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Q9. Describe recursive mergesort and its runtime. Write an iterative version in C++/Java/Python

Ans.

Recursive mergesort divides array into halves, sorts them and merges them back. O(nlogn) runtime.

  • Divide array into halves recursively

  • Sort each half recursively using mergesort

  • Merge the sorted halves back together

  • Runtime is O(nlogn)

  • Iterative version can be written using a stack or queue

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Q10. Create a cache with fast look up that only stores the N most recently accessed items

Ans.

Create a cache with fast look up that only stores the N most recently accessed items

  • Implement a hash table with doubly linked list to store the items

  • Use a counter to keep track of the most recently accessed items

  • When the cache is full, remove the least recently accessed item

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Q11. Efficiently implement 3 stacks in a single array

Ans.

Implement 3 stacks in a single array efficiently

  • Divide the array into 3 equal parts

  • Use pointers to keep track of top of each stack

  • Implement push and pop operations for each stack

  • Handle stack overflow and underflow cases

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