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Altimetrik Interview Questions and Answers

Updated 5 Feb 2024

Q1. Given a binary tree how would you identify whether it is a Binary Search tree or not?

Ans.

To identify whether a binary tree is a Binary Search Tree or not.

  • Check if the left subtree is a Binary Search Tree

  • Check if the right subtree is a Binary Search Tree

  • Check if the root node is greater than all the nodes in the left subtree

  • Check if the root node is less than all the nodes in the right subtree

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Q2. Given a BST, convert it to a binary tree such that each element is replaced by the sum of all the elements greater than it?

Ans.

Convert a BST to a binary tree with each element replaced by sum of all greater elements.

  • Traverse the BST in reverse inorder and keep track of the sum of all greater elements.

  • Replace each node's value with the sum and update the sum.

  • Recursively perform the above steps on left and right subtrees.

  • Time complexity: O(n), Space complexity: O(h) where h is the height of the tree.

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Q3. Given an array. find the pattern it follows? there can be 4 patterns only: increasing, decreasing, increase then decrease and decrease then increase

Ans.

Given an array, determine if it follows one of four patterns: increasing, decreasing, increase then decrease, or decrease then increase.

  • Iterate through the array and compare each element to the previous one.

  • If all elements are increasing, it follows the increasing pattern.

  • If all elements are decreasing, it follows the decreasing pattern.

  • If there is a point where the elements start decreasing after increasing, it follows the increase then decrease pattern.

  • If there is a point w...read more

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Q4. Solve it without using array (in case the solution is - Inorder traversal should be in sorted order)?

Ans.

Solution for inorder traversal in sorted order without using array

  • Implement a binary search tree and perform inorder traversal

  • Use a stack to simulate the recursive function call stack

  • Maintain a variable to keep track of the previously visited node

  • Compare the current node with the previously visited node to check if it is in sorted order

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Q5. Given an array of distinct positive numbers find the maximum sum of elements such that no 2 elements occurring in the maximum sum set is adjacent to each other

Ans.

Given an array of distinct positive numbers, find the maximum sum of non-adjacent elements.

  • Use dynamic programming to keep track of the maximum sum at each index

  • At each index, choose between including the current element or skipping it

  • The maximum sum at index i is the maximum of the sum including i-2 and i or the sum excluding i

  • Return the maximum sum at the last index

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Q6. Given an employee table with employee name and salary find the 2nd highest salary in sql?

Ans.

Find the 2nd highest salary from an employee table in SQL.

  • Use the SELECT statement to retrieve the salaries in descending order.

  • Use the LIMIT keyword to limit the result set to the second row.

  • Use a subquery to exclude the highest salary from the result set.

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Q7. How can you improve suggestions of coupons to the users?

Ans.

Use machine learning algorithms to analyze user behavior and preferences to suggest personalized coupons.

  • Collect user data such as purchase history, search history, and demographics

  • Use machine learning algorithms to analyze the data and identify patterns

  • Create personalized coupon suggestions based on the identified patterns

  • Regularly update and refine the algorithm to improve accuracy

  • Allow users to provide feedback on the suggested coupons to further improve accuracy

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