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Machine Coding round and second was PSDS (DSA)
Optimization techniques for web performance include minification, caching, lazy loading, image optimization, and reducing HTTP requests.
Minify CSS, JavaScript, and HTML files to reduce file sizes and improve load times.
Implement caching strategies like browser caching, server-side caching, and CDN caching to store frequently accessed resources.
Use lazy loading for images and videos to defer loading until they are neede...
Create a simple UI component using HTML, CSS, and JavaScript for user interaction.
Use semantic HTML for better accessibility. Example: <button> for actions.
Style components with CSS for a visually appealing layout. Example: .button { background-color: blue; }
Implement interactivity using JavaScript. Example: document.getElementById('myButton').onclick = function() { alert('Clicked!'); };
Ensure responsiveness with...
I appeared for an interview before Jun 2021.
Round duration - 120 minutes
Round difficulty - Medium
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 the Target
.
The first line ...
Given an array of integers and a target, find all pairs of elements that add up to the target.
Iterate through the array and for each element, check if the target minus the element exists in a hash set.
If it exists, add the pair to the result. If not, add the element to the hash set.
Handle cases where the same element is used twice in a pair.
Return (-1, -1) if no pair is found.
Given a linked list where each node contains two pointers: one pointing to the next node and another random pointer that can point to any node within the list (or ...
Create a deep copy of a linked list with random pointers.
Iterate through the original linked list and create a new node for each node in the list.
Store the mapping of original nodes to new nodes in a hashmap to handle random pointers.
Update the random pointers of new nodes based on the mapping stored in the hashmap.
Return the head of the copied linked list.
Round duration - 60 Minutes
Round difficulty - Medium
Given an arbitrary array arr
consisting of N
non-negative integers where every element appears thrice except for one. Your task is to find the element in the array that appears onl...
Find the element that appears only once in an array where every other element appears thrice.
Use bitwise operations like XOR to find the unique element in linear time complexity.
XOR all elements in the array, the result will be the unique element.
Elements that appear thrice will cancel out each other in XOR operation.
Example: arr = [2, 2, 3, 2], XOR of all elements = 3 which is the unique element.
You are provided with an array or list ARR
containing N
positive integers. Your task is to determine the Next Greater Element (NGE) for each element in the array.
T...
Find the Next Greater Element for each element in an array.
Iterate through the array from right to left
Use a stack to keep track of elements with no greater element to the right
Pop elements from the stack until a greater element is found or stack is empty
Round duration - 60 Minutes
Round difficulty - Medium
Given a Binary Search Tree (BST) of integers, your task is to convert it into a greater sum tree. In the greater sum tree, each node's value should be replaced with the sum...
Convert a Binary Search Tree into a Greater Sum Tree by replacing each node's value with the sum of all nodes' values greater than the current node's value.
Traverse the BST in reverse inorder (right, root, left) to visit nodes in descending order.
Keep track of the running sum of visited nodes' values and update each node's value with this sum.
Recursively apply the above steps to all nodes in the BST.
Example: For input ...
You are given a linked list of N
nodes where each node contains values 0, 1, and 2 exclusively. Your task is to sort the linked list.
The first line contains an...
Sort a linked list containing values 0, 1, and 2 exclusively.
Use three pointers to keep track of nodes with values 0, 1, and 2 separately.
Traverse the linked list and move nodes to their respective positions based on their values.
Finally, concatenate the three lists in the order 0 -> 1 -> 2 to get the sorted linked list.
Round duration - 45 minutes
Round difficulty - Medium
You are provided with a 2-dimensional matrix having N
rows and M
columns, containing only 1s (land) and 0s (water). Your goal is to determine the number of islands in t...
Count the number of islands in a 2D matrix of 1s and 0s.
Use Depth First Search (DFS) or Breadth First Search (BFS) to traverse the matrix and identify connected groups of 1s.
Maintain a visited array to keep track of visited cells to avoid redundant traversal.
Increment the island count each time a new island is encountered.
Consider edge cases like when the matrix is empty or when all cells are water (0s).
Given an N*M matrix filled with integer numbers, determine the maximum sum that can be obtained from a path starting from any cell in the first row to any cell in the last row...
Find the maximum sum that can be obtained from a path in a matrix from the first row to the last row.
Use dynamic programming to keep track of the maximum sum at each cell.
Consider moving down, down-left, and down-right to calculate the maximum sum.
Start from the second row and update the values based on the maximum sum from the row above.
At the end, find the maximum sum in the last row to get the final result.
Tip 1 - Practice variety of questions
Tip 2 - Do atleast 2 projects
Tip 1 : Do good projects
Tip 2 : resume should be one page
What people are saying about Flipkart
I appeared for an interview before Sep 2020.
Round duration - 90 minutes
Round difficulty - Easy
This round was held during university hours and consisted of 2 coding questions.
Round duration - 120 minutes
Round difficulty - Easy
Make sure you do no cutting and are clear about the approach you'd be following.
Running median of an input stream is the median value of the numbers seen so far in a continuous stream of data.
Maintain two heaps - a max heap for the lower half of the numbers and a min heap for the upper half.
Keep the number of elements in the two heaps balanced or differ by at most 1.
If the total number of elements is odd, the median is the root of the max heap. If even, it is the average of the roots of the two he...
Prepare for company-wise interview questions according to the company in which you are applying. Try to write the code yourself and if got stuck in between then take help from the internet. I recommend you Codezen of Coding Ninjas for practicing Data Structures and Algorithms based questions.
Application resume tips for other job seekersBe sure 100% of what you write in your resume and prepare for that before the interview what is written on resume.
Final outcome of the interviewSelectedI appeared for an interview before Sep 2020.
Round duration - 90 Miinutes
Round difficulty - Medium
First round had MCQ + 2 coding questions. It was held in morning around 11 am. It was held on campus.
You are tasked with directing a robot from the top-left corner of an N*N matrix to a specified point (x, y), delivering a parcel. The robot is restricted to move only on flat a...
Determine if a robot can reach a specified destination in a matrix by moving only downwards or rightwards.
Start at (0,0) and move towards the destination (x, y) only downwards or rightwards.
Check if the path is clear (1) and avoid obstacles (0) while staying within matrix boundaries.
Return true if the robot can reach the destination, false otherwise.
Example: For input matrix [[1, 0, 1], [1, 1, 1], [1, 1, 5]] with desti...
Given an arbitrary array arr
consisting of N
non-negative integers where every element appears thrice except for one. Your task is to find the element in the array that appears onl...
Find the unique element in an array where every element appears thrice except for one.
Use XOR operation to find the unique element.
Iterate through the array and XOR each element to find the unique element.
The XOR operation cancels out elements that appear thrice, leaving only the unique element.
Example: arr = [2, 2, 3, 2], XOR of all elements = 3.
Example: arr = [0, 1, 0, 1, 0, 1, 99], XOR of all elements = 99.
Round duration - 90 Minutes
Round difficulty - Medium
Second Round was held in morning around 10-11 am. There was one interviewer working on his laptop. Interviewer was really helpful and first offered me water and then for a bit talked about himself.
You are tasked with implementing a class BSTIterator
, which is designed to traverse a Binary Search Tree (BST) in the inorder manner. The class must support the following op...
Implement a BSTIterator class to traverse a Binary Search Tree in inorder manner.
Implement a constructor to initialize the iterator with the root of the BST.
Implement next() and hasNext() methods to traverse the BST in inorder.
Implement prev() and hasPrev() methods to access the previous element in the inorder traversal.
Use level-order traversal format to represent the tree input.
Output the inorder traversal of the bin...
Given a binary tree and the values of two distinct nodes, determine the distance between these two nodes in the tree. The distance is defined as the minimum num...
Calculate the distance between two nodes in a binary tree.
Traverse the tree to find the paths from the root to each node
Find the lowest common ancestor of the two nodes
Calculate the distance by adding the distances from the LCA to each node
Tip 1 : Keep talking about what are you thinking
Tip 2 : Don't beat about the bush if don't know the answer just say so
Tip 1 : Only show projects you are confident about
Tip 2 : Basic Web and android projects are also fine
I appeared for an interview before Dec 2020.
Round duration - 90 Minutes
Round difficulty - Medium
2 coding questions and 20 mcq
You are given a grid containing oranges where each cell of the grid can contain one of the three integer values:
Find the minimum time required to rot all fresh oranges in a grid.
Use Breadth First Search (BFS) to simulate the rotting process.
Track the time taken to rot all oranges and return -1 if any fresh oranges remain.
Handle edge cases like no fresh oranges or all oranges already rotten.
Consider using a queue to efficiently process adjacent oranges.
Ensure to update the grid with the new state of oranges after each second.
Given a natural number N
, return the sum of all its proper divisors.
A proper divisor of Y
is defined as a number X
such that X < Y
and Y % X = 0
.
T...
Calculate the sum of proper divisors of a given natural number.
Iterate from 1 to sqrt(N) and check for divisors
If a divisor is found, add it to the sum and also add N/divisor if it is not the same as divisor
Return the sum as the result
Round duration - 45 Minutes
Round difficulty - Medium
Technical interview
Given an array ARR
consisting of non-negative integers, rearrange the numbers to form the largest possible number. The digits within each number cannot be changed.
Rearrange the array elements to form the largest possible number by concatenating them.
Sort the array elements in a custom comparator function to get the largest number.
Convert the sorted array elements to strings and concatenate them to form the final number.
Handle cases where the numbers have the same prefix by comparing the concatenated forms.
Tip 1 : Be clear about whatever you have mentioned in resume, don't mention buzz words, because interviewer can go in depth
Tip 2 : Along with DS and Algo, if you have 3-4 months experience or internship experience, then be ready to answer scenario based technical questions like scaling the application that you developed and design concepts that can be used for improving
Tip 3 : Last but most important tip is to be calm through out the whole process ,don't loose hope if any round didn't go well ,if you have explained your thought process there is still chance to procees to next round so keep preparating for next rounds.
Tip 1 : Keep it one page resume and mention keywords which align with your technical and personal competencies.
Tip 2 : Mention 3-4 projects in the order that , project which you can explain best should be at top,then the next, and so on.
I appeared for an interview in Oct 2020.
Round duration - 120 minutes
Round difficulty - Medium
Evening test around 5
Platform :- SHL
Environment was amazing
Given two binary trees, T and S, determine whether S is a subtree of T. The tree S should have the same structure and node values as a subtree of T.
Given two binary trees T and S, determine if S is a subtree of T with the same structure and node values.
Check if the second tree is a subtree of the first tree by comparing their structures and node values.
Use a recursive approach to traverse both trees and check for equality.
Handle cases where one tree is null or the values do not match.
Return true if S is a subtree of T, false otherwise.
You are given an N * N matrix of integers where each row and each column is sorted in increasing order. Your task is to find the positi...
Given a sorted N*N matrix, find the position of a target integer X.
Iterate over each row and column to find the target integer X
Utilize the sorted nature of the matrix to optimize the search process
Return the position of X if found, else return -1 -1
Round duration - 60 minutes
Round difficulty - Medium
1 Hour
Afternoon
You are provided with two singly linked lists containing integers, where both lists converge at some node belonging to a third linked list.
Your task is to determine t...
Find the node where two linked lists merge, return -1 if no merging occurs.
Traverse both lists to find their lengths and the difference in lengths
Move the pointer of the longer list by the difference in lengths
Traverse both lists simultaneously until they meet at the merging point
Given a Binary Search Tree (BST) and an integer 'S', your task is to find all pairs of nodes within the BST that total to 'S' and return these pairs. If no such p...
Find pairs of nodes in a BST that sum up to a given value 'S'.
Traverse the BST in-order to get a sorted list of nodes.
Use two pointers approach to find pairs with sum 'S'.
Keep track of visited nodes to avoid using the same node twice in a pair.
Round duration - 60 minutes
Round difficulty - Medium
Online Round held on Chime
You are given a binary tree of integers. Your task is to determine if it is a binary heap tree or not.
The first line of input contains an integer ‘T’ denoti...
Determine if a given binary tree is a binary heap tree or not based on certain properties.
Check if the binary tree is a complete binary tree where every level, except the last level, is completely filled and the last level is as far left as possible.
Ensure that every parent node is greater than all its children nodes, forming a max-heap.
If any node does not have a left or right child, it should be represented as -1 in ...
Given two strings S
and T
with lengths N
and M
respectively, your task is to find the "Edit Distance" between these strings.
The Edit Distance is defined as the minimum nu...
The task is to find the minimum number of operations required to convert one string into another using delete, replace, and insert operations.
Use dynamic programming to solve the problem efficiently.
Create a 2D array to store the edit distances between substrings of the two input strings.
Fill up the array based on the minimum of three possible operations: insert, delete, or replace.
The final answer will be the value at...
Tip 1 : 1 Programming Language
Tip 2 : Practice Data Structures with atleast 300 ques.
Tip 3 : CS Fundamental
Tip 1 : 1 Pager
Tip 2 : Add top 3 projects in Resume.
I appeared for an interview before Sep 2020.
Round duration - 90 minutes
Round difficulty - Medium
Given a string str
of length N, perform a series of operations to create a new string:
The problem involves selecting the smallest character from the first 'K' characters of a string and appending it to a new string until the original string is empty.
Iterate through the string, selecting the smallest character from the first 'K' characters each time.
Remove the selected character from the original string and append it to the new string.
If fewer than 'K' characters remain, sort and append them in order.
Rep...
A derangement is a permutation of 'N' elements, where no element appears in its original position. For instance, a derangement of {0, 1, 2, 3} is {2, 3, 1, 0} because each el...
Count the total number of derangements possible for a set of 'N' elements.
A derangement is a permutation where no element appears in its original position.
Use the formula for derangements: !n = n! * (1 - 1/1! + 1/2! - 1/3! + ... + (-1)^n/n!).
Return the answer modulo (10^9 + 7) as the result could be very large.
Round duration - 60 minutes
Round difficulty - Medium
1 hour online interview.
Slot was given prior via email.
The HR contacted me via email and simultaneously provided me a link where I had to write the codes during my interview
Mike, a young math enthusiast, is playing with his mom’s mobile phone, which has a keypad with 12 buttons (10 digits: 0-9, and 2 special characters: ‘*’ and ‘#’). His challe...
Calculate the number of distinct numbers that can be formed by pressing 'N' buttons on a mobile keypad following specific rules.
Use dynamic programming to keep track of the number of distinct numbers that can be formed at each step.
Consider the possible transitions from each button to calculate the total number of distinct numbers.
Implement a solution that efficiently handles large values by using modulo arithmetic.
Ens...
Given an array of integers, determine the maximum possible sum of any contiguous subarray within the array.
array = [34, -50, 42, 14, -5, 86]
Find the maximum sum of any contiguous subarray within an array of integers.
Iterate through the array and keep track of the maximum sum of subarrays encountered so far.
At each index, decide whether to include the current element in the subarray or start a new subarray.
Use Kadane's algorithm to efficiently find the maximum subarray sum in O(N) time complexity.
Given an array/list of ‘N’ integers, your task is to return the maximum sum of the subsequence where no two elements are adjacent in the given array/list.
Find the maximum sum of non-adjacent elements in an array.
Use dynamic programming to keep track of the maximum sum at each index, considering whether to include the current element or skip it.
At each index, the maximum sum is either the sum of the current element and the element two positions back, or the sum at the previous index.
Iterate through the array and update the maximum sum at each index accordingly.
Return the...
You are given an array ARR
of long type, which represents an elevation map where ARR[i]
denotes the elevation of the ith
bar. Calculate the total amount of rainwater t...
Calculate the total amount of rainwater that can be trapped within given elevation map.
Iterate through the array to find the maximum height on the left and right of each bar.
Calculate the amount of water that can be trapped above each bar by taking the minimum of the maximum heights on the left and right.
Sum up the trapped water above each bar to get the total trapped water for the elevation map.
Round duration - 60 minutes
Round difficulty - Medium
Given an unweighted directed graph with V
vertices and E
edges, your task is to identify and print all the strongly connected component...
Tarjan's Algorithm is used to find strongly connected components in an unweighted directed graph.
Tarjan's Algorithm is a depth-first search based algorithm.
It uses a stack to keep track of vertices in the current SCC.
The algorithm assigns a unique id to each vertex and keeps track of the lowest id reachable from the current vertex.
Once a SCC is identified, the vertices in the stack form that SCC.
The algorithm runs in O...
Given the stock prices for 'N' days, your goal is to determine the maximum profit that can be achieved. You can buy and sell the stocks any number of times but can onl...
The goal is to determine the maximum profit that can be achieved by buying and selling stocks on different days.
Iterate through the stock prices and buy on days when the price is lower than the next day, and sell on days when the price is higher than the next day.
Calculate the profit by summing up the differences between buying and selling prices.
Repeat the process for each test case and output the maximum profit achie...
Round duration - 60 minutes
Round difficulty - Easy
This was a one hour round in which I was first told to introduce myself and then moved to questions.
Determine if the string str2
contains a permutation of the string str1
as one of its substrings.
The first line contains an integer 'T', representing the n...
Check if a permutation of one string is a substring of another string.
Create a frequency map of characters in str1.
Iterate through str2 with a window of size N and check if the frequency map matches.
Return 'Yes' if a permutation is found, 'No' otherwise.
You are provided with an integer array/list ARR
of size 'N' which consists solely of 0s, 1s, and 2s. Your task is to write a solution to sort this array/list.
Sort an array of 0s, 1s, and 2s in linear time with a single scan approach.
Use three pointers to keep track of the positions of 0s, 1s, and 2s in the array.
Iterate through the array once and swap elements based on their values and the pointers.
After the single scan, the array will be sorted in the required order.
Round duration - 60 minutes
Round difficulty - Medium
This was based more on my communication skills rather than my technical skills. The interviewer didn't only focus on whether I knew the answer or not but if I was able to communicate my knowledge to the interviewer.
It was more of theory based interview
Questions are as follows:-
1. What are SQL and acid properties?
2. How does a website start?
3. What are deadlocks with real life examples? Give necessary conditions for deadlock.
-> Real life examples were must.
4. What is virtual function?
5. Tell me the most challenging this while you made your project. ( I had to pick my project on my own)
6. Tell me the most interesting feature you found working on a language.
7. Technical question on structures in C as I used it in my project. The interviewer asked if the structure for a linked list is changed as:-
struct node
{
int data;
struct next;
};
I explained how this won't work as struct will be created again and again which will lead to memory limit exceeded.
Given a Singly Linked List of integers, remove all the alternate nodes from the list.
The first and the only line of input will contain the elemen...
Remove alternate nodes from a singly linked list of integers.
Traverse the linked list and skip every alternate node while updating the next pointers.
Make sure to handle cases where there are less than 3 nodes in the list.
Update the next pointers accordingly to remove alternate nodes.
Example: Input: 10 20 30 40 50 60 -1, Output: 10 30 50
Tip 1 : Listen carefully to what the interviewer expects from you.
Tip 2 : Practice at least 300 questions, topic wise.
Tip 3 : Do participate in contests.
Tip 1 : Be true on your resume.
Tip 2 : Make your resume crisp and clear.
Some of the top questions asked at the Flipkart UI Developer interview for experienced candidates -
based on 3 interview experiences
based on 2 reviews
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