Interview Questions and Answers
Freshers / Beginner level questions & answers
Ques 1. Fibonacci Series
The Fibonacci sequence is a series of numbers where each number is the sum of the two preceding ones.
Example:
Fib(0) = 0, Fib(1) = 1, Fib(n) = Fib(n-1) + Fib(n-2)
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Ques 2. Maximum Subarray Sum
Find the contiguous subarray with the largest sum.
Example:
Input: [-2, 1, -3, 4, -1, 2, 1, -5, 4], Output: 6 (subarray [4, -1, 2, 1])
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Ques 3. Unique Paths
A robot is located at the top-left corner of a m x n grid. It can only move either down or right. Find the number of unique paths to reach the bottom-right corner.
Example:
Input: m = 3, n = 7, Output: 28
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Intermediate / 1 to 5 years experienced level questions & answers
Ques 4. Longest Increasing Subsequence (LIS)
Find the length of the longest subsequence of a given sequence such that all elements of the subsequence are sorted in increasing order.
Example:
Input: [10, 22, 9, 33, 21, 50, 41, 60, 80], Output: 6
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Ques 5. Coin Change Problem
Given a set of coin denominations, find the number of ways to make a certain amount of change.
Example:
Input: coins=[1, 2, 5], amount=5, Output: 4
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Ques 6. 0/1 Knapsack Problem
Given weights and values of items, find the maximum value that can be obtained by selecting a subset of items with total weight not exceeding a given limit.
Example:
Weights: [2, 3, 4, 5], Values: [3, 4, 5, 6], Knapsack Capacity: 5, Output: 11
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Ques 7. Longest Common Subsequence (LCS)
Given two sequences, find the length of the longest subsequence present in both of them.
Example:
Input: ABCBDAB, BDCAB, Output: 4 (BCAB)
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Ques 8. Rod Cutting Problem
Given a rod of length n and prices at which different lengths of the rod can be sold, find the maximum value obtainable by cutting up the rod.
Example:
Lengths: [1, 2, 3, 4, 5], Prices: [1, 5, 8, 9, 10], Rod Length: 4, Output: 10
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Ques 9. Maximum Product Subarray
Find the contiguous subarray within an array (containing at least one number) that has the largest product.
Example:
Input: [2, 3, -2, 4], Output: 6 (subarray [2, 3])
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Ques 10. Decode Ways
A message containing letters from A-Z can be encoded into numbers. Given a non-empty string containing only digits, determine the total number of ways to decode it.
Example:
Input: "226", Output: 3 ("22" can be decoded as "BB", "2" + "2" + "6" can be decoded as "VVF")
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Ques 11. Word Break Problem
Given a non-empty string and a dictionary of words, determine if the string can be segmented into a space-separated sequence of one or more dictionary words.
Example:
Input: s = "leetcode", wordDict = ["leet", "code"], Output: true
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Ques 12. Minimum Path Sum
Given a grid filled with non-negative numbers, find a path from the top-left to the bottom-right corner that minimizes the sum of numbers along the path.
Example:
Grid: [[1,3,1],[1,5,1],[4,2,1]], Output: 7 (1 -> 3 -> 1 -> 1 -> 1)
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Ques 13. Longest Palindromic Substring
Given a string, find the longest substring which is a palindrome.
Example:
Input: "babad", Output: "bab" or "aba"
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Ques 14. Partition Equal Subset Sum
Given a non-empty array containing only positive integers, find if the array can be partitioned into two subsets such that the sum of elements in both subsets is equal.
Example:
Input: [1, 5, 11, 5], Output: true (subset sums: [1, 5, 5] and [11])
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Ques 15. Maximum Length of Repeated Subarray
Given two integer arrays, find the maximum length of a common subarray of both arrays.
Example:
Input: A = [1,2,3,2,1], B = [3,2,1,4,7], Output: 3 ([3, 2, 1])
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Ques 16. Palindromic Substrings
Given a string, find the total number of palindromic substrings.
Example:
Input: "abc", Output: 3 ("a", "b", "c")
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Ques 17. Minimum Cost Path
Given a 2D grid, find the minimum cost path from the top-left corner to the bottom-right corner.
Example:
Grid: [[1,3,1],[1,5,1],[4,2,1]], Output: 7 (1 -> 3 -> 1 -> 1 -> 1)
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Ques 18. Arithmetic Slices
A sequence of numbers is called arithmetic if it consists of at least three elements and if the difference between any two consecutive elements is the same. Return the total number of arithmetic slices in the array.
Example:
Input: [1, 2, 3, 4], Output: 3 (three arithmetic slices: [1, 2, 3], [2, 3, 4], [1, 2, 3, 4])
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Ques 19. Maximal Square
Given a 2D binary matrix filled with 0's and 1's, find the largest square containing only 1's and return its area.
Example:
Matrix: [[1, 0, 1, 0, 0], [1, 0, 1, 1, 1], [1, 1, 1, 1, 1], [1, 0, 0, 1, 0]], Output: 4
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Ques 20. Paint House
There are a row of n houses, each house can be painted with one of the three colors: red, blue, or green. The cost of painting each house with a certain color is different. You have to paint all the houses such that no two adjacent houses have the same color.
Example:
Costs: [[17, 2, 17], [16, 16, 5], [14, 3, 19]], Output: 10 (paint the first house blue, the second house green, and the third house blue)
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Ques 21. Number of Dice Rolls With Target Sum
You have d dice, and each die has f faces numbered 1 to f. Return the number of possible ways (out of f^d total ways) to roll the dice so the sum of the face-up numbers equals target.
Example:
d = 2, f = 6, target = 7, Output: 6 (possible rolls: [1,6], [2,5], [3,4], [4,3], [5,2], [6,1])
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Experienced / Expert level questions & answers
Ques 22. Edit Distance
Given two strings, find the minimum number of operations required to convert one string into the other.
Example:
Input: word1 = "horse", word2 = "ros", Output: 3
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Ques 23. Palindrome Partitioning
Given a string, partition it into as many palindromic substrings as possible.
Example:
Input: aab, Output: [['a', 'a', 'b'], ['aa', 'b']]
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Ques 24. Count Palindromic Subsequences
Given a string, find the number of distinct palindromic subsequences of it.
Example:
Input: "bccb", Output: 6 ("b", "c", "c", "b", "ccb", "bccb")
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Ques 25. Longest Increasing Path in a Matrix
Given an integer matrix, find the length of the longest increasing path.
Example:
Matrix: [[9,9,4],[6,6,8],[2,1,1]], Output: 4 (9 -> 6 -> 8 -> 1)
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Ques 26. RegularExpression Matching
Implement regular expression matching with support for '.' and '*'.
Example:
Input: s = "aa", p = "a*", Output: true
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Ques 27. Maximum Profit with K Transactions
Given an array representing stock prices, find the maximum profit that can be obtained with at most k transactions.
Example:
Input: [3, 2, 6, 5, 0, 3], k = 2, Output: 7
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Ques 28. Count Distinct Subsequences
Given a string, find the number of distinct non-empty subsequences of the string.
Example:
Input: "abc", Output: 7 ("a", "b", "c", "ab", "ac", "bc", "abc")
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Ques 29. Word Break II
Given a non-empty string and a dictionary of words, return all possible sentences formed by concatenating words from the dictionary.
Example:
Input: s = "catsanddog", wordDict = ["cat", "cats", "and", "sand", "dog"], Output: ["cats and dog", "cat sand dog"]
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Ques 30. Word Ladder II
Given two words (beginWord and endWord), and a dictionary's word list, find all shortest transformation sequences from beginWord to endWord.
Example:
beginWord = "hit", endWord = "cog", wordList = ["hot","dot","dog","lot","log","cog"], Output: [["hit","hot","dot","dog","cog"],["hit","hot","lot","log","cog"]]
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| Java Concurrency 面接の質問と回答 - Total 30 questions |
| J2EE 面接の質問と回答 - Total 25 questions |
| JUnit 面接の質問と回答 - Total 24 questions |
| Java OOPs 面接の質問と回答 - Total 30 questions |
| Java 11 面接の質問と回答 - Total 24 questions |
| JDBC 面接の質問と回答 - Total 27 questions |
| Java Garbage Collection 面接の質問と回答 - Total 30 questions |
| Spring Framework 面接の質問と回答 - Total 53 questions |
| Java Swing 面接の質問と回答 - Total 27 questions |
| Java Design Patterns 面接の質問と回答 - Total 15 questions |
| JPA 面接の質問と回答 - Total 41 questions |
| Java 8 面接の質問と回答 - Total 30 questions |
| Hibernate 面接の質問と回答 - Total 52 questions |
| JMS 面接の質問と回答 - Total 64 questions |
| JSF 面接の質問と回答 - Total 24 questions |
| Java 17 面接の質問と回答 - Total 20 questions |
| Spring Boot 面接の質問と回答 - Total 50 questions |
| Servlets 面接の質問と回答 - Total 34 questions |
| Kotlin 面接の質問と回答 - Total 30 questions |
| EJB 面接の質問と回答 - Total 80 questions |
| Java Beans 面接の質問と回答 - Total 57 questions |
| Java Exception Handling 面接の質問と回答 - Total 30 questions |
| Java 15 面接の質問と回答 - Total 16 questions |
| Apache Wicket 面接の質問と回答 - Total 26 questions |
| Core Java 面接の質問と回答 - Total 306 questions |
| Java Multithreading 面接の質問と回答 - Total 30 questions |
| Pega 面接の質問と回答 - Total 30 questions |
| ITIL 面接の質問と回答 - Total 25 questions |
| Finance 面接の質問と回答 - Total 30 questions |
| JIRA 面接の質問と回答 - Total 30 questions |
| SAP MM 面接の質問と回答 - Total 30 questions |
| SAP ABAP 面接の質問と回答 - Total 24 questions |
| SCCM 面接の質問と回答 - Total 30 questions |
| Tally 面接の質問と回答 - Total 30 questions |
| Ionic 面接の質問と回答 - Total 32 questions |
| Android 面接の質問と回答 - Total 14 questions |
| Mobile Computing 面接の質問と回答 - Total 20 questions |
| Xamarin 面接の質問と回答 - Total 31 questions |
| iOS 面接の質問と回答 - Total 52 questions |
| Laravel 面接の質問と回答 - Total 30 questions |
| XML 面接の質問と回答 - Total 25 questions |
| GraphQL 面接の質問と回答 - Total 32 questions |
| Bitcoin 面接の質問と回答 - Total 30 questions |
| Active Directory 面接の質問と回答 - Total 30 questions |
| Microservices 面接の質問と回答 - Total 30 questions |
| Apache Kafka 面接の質問と回答 - Total 38 questions |
| Tableau 面接の質問と回答 - Total 20 questions |
| Adobe AEM 面接の質問と回答 - Total 50 questions |
| Kubernetes 面接の質問と回答 - Total 30 questions |
| OOPs 面接の質問と回答 - Total 30 questions |
| Fashion Designer 面接の質問と回答 - Total 20 questions |
| Desktop Support 面接の質問と回答 - Total 30 questions |
| IAS 面接の質問と回答 - Total 56 questions |
| PHP OOPs 面接の質問と回答 - Total 30 questions |
| Nursing 面接の質問と回答 - Total 40 questions |
| Linked List 面接の質問と回答 - Total 15 questions |
| Dynamic Programming 面接の質問と回答 - Total 30 questions |
| SharePoint 面接の質問と回答 - Total 28 questions |
| CICS 面接の質問と回答 - Total 30 questions |
| Yoga Teachers Training 面接の質問と回答 - Total 30 questions |
| Language in C 面接の質問と回答 - Total 80 questions |
| Behavioral 面接の質問と回答 - Total 29 questions |
| School Teachers 面接の質問と回答 - Total 25 questions |
| Full-Stack Developer 面接の質問と回答 - Total 60 questions |
| Statistics 面接の質問と回答 - Total 30 questions |
| Digital Marketing 面接の質問と回答 - Total 40 questions |
| Apache Spark 面接の質問と回答 - Total 24 questions |
| VISA 面接の質問と回答 - Total 30 questions |
| IIS 面接の質問と回答 - Total 30 questions |
| System Design 面接の質問と回答 - Total 30 questions |
| SEO 面接の質問と回答 - Total 51 questions |
| Google Analytics 面接の質問と回答 - Total 30 questions |
| Cloud Computing 面接の質問と回答 - Total 42 questions |
| BPO 面接の質問と回答 - Total 48 questions |
| ANT 面接の質問と回答 - Total 10 questions |
| Agile Methodology 面接の質問と回答 - Total 30 questions |
| HR Questions 面接の質問と回答 - Total 49 questions |
| REST API 面接の質問と回答 - Total 52 questions |
| Content Writer 面接の質問と回答 - Total 30 questions |
| SAS 面接の質問と回答 - Total 24 questions |
| Control System 面接の質問と回答 - Total 28 questions |
| Mainframe 面接の質問と回答 - Total 20 questions |
| Hadoop 面接の質問と回答 - Total 40 questions |
| Banking 面接の質問と回答 - Total 20 questions |
| Checkpoint 面接の質問と回答 - Total 20 questions |
| Blockchain 面接の質問と回答 - Total 29 questions |
| Technical Support 面接の質問と回答 - Total 30 questions |
| Sales 面接の質問と回答 - Total 30 questions |
| Nature 面接の質問と回答 - Total 20 questions |
| Chemistry 面接の質問と回答 - Total 50 questions |
| Docker 面接の質問と回答 - Total 30 questions |
| SDLC 面接の質問と回答 - Total 75 questions |
| Cryptography 面接の質問と回答 - Total 40 questions |
| RPA 面接の質問と回答 - Total 26 questions |
| Interview Tips 面接の質問と回答 - Total 30 questions |
| College Teachers 面接の質問と回答 - Total 30 questions |
| Blue Prism 面接の質問と回答 - Total 20 questions |
| Memcached 面接の質問と回答 - Total 28 questions |
| GIT 面接の質問と回答 - Total 30 questions |
| Algorithm 面接の質問と回答 - Total 50 questions |
| Business Analyst 面接の質問と回答 - Total 40 questions |
| Splunk 面接の質問と回答 - Total 30 questions |
| DevOps 面接の質問と回答 - Total 45 questions |
| Accounting 面接の質問と回答 - Total 30 questions |
| SSB 面接の質問と回答 - Total 30 questions |
| OSPF 面接の質問と回答 - Total 30 questions |
| Sqoop 面接の質問と回答 - Total 30 questions |
| JSON 面接の質問と回答 - Total 16 questions |
| Accounts Payable 面接の質問と回答 - Total 30 questions |
| Computer Graphics 面接の質問と回答 - Total 25 questions |
| IoT 面接の質問と回答 - Total 30 questions |
| Insurance 面接の質問と回答 - Total 30 questions |
| Scrum Master 面接の質問と回答 - Total 30 questions |
| Express.js 面接の質問と回答 - Total 30 questions |
| Ansible 面接の質問と回答 - Total 30 questions |
| ES6 面接の質問と回答 - Total 30 questions |
| Electron.js 面接の質問と回答 - Total 24 questions |
| RxJS 面接の質問と回答 - Total 29 questions |
| NodeJS 面接の質問と回答 - Total 30 questions |
| ExtJS 面接の質問と回答 - Total 50 questions |
| jQuery 面接の質問と回答 - Total 22 questions |
| Vue.js 面接の質問と回答 - Total 30 questions |
| Svelte.js 面接の質問と回答 - Total 30 questions |
| Shell Scripting 面接の質問と回答 - Total 50 questions |
| Next.js 面接の質問と回答 - Total 30 questions |
| Knockout JS 面接の質問と回答 - Total 25 questions |
| TypeScript 面接の質問と回答 - Total 38 questions |
| PowerShell 面接の質問と回答 - Total 27 questions |
| Terraform 面接の質問と回答 - Total 30 questions |
| JCL 面接の質問と回答 - Total 20 questions |
| JavaScript 面接の質問と回答 - Total 59 questions |
| Ajax 面接の質問と回答 - Total 58 questions |
| Ethical Hacking 面接の質問と回答 - Total 40 questions |
| Cyber Security 面接の質問と回答 - Total 50 questions |
| PII 面接の質問と回答 - Total 30 questions |
| Data Protection Act 面接の質問と回答 - Total 20 questions |
| BGP 面接の質問と回答 - Total 30 questions |
| Ubuntu 面接の質問と回答 - Total 30 questions |
| Linux 面接の質問と回答 - Total 43 questions |
| Unix 面接の質問と回答 - Total 105 questions |
| Weblogic 面接の質問と回答 - Total 30 questions |
| Tomcat 面接の質問と回答 - Total 16 questions |
| Glassfish 面接の質問と回答 - Total 8 questions |
| TestNG 面接の質問と回答 - Total 38 questions |
| Postman 面接の質問と回答 - Total 30 questions |
| SDET 面接の質問と回答 - Total 30 questions |
| Selenium 面接の質問と回答 - Total 40 questions |
| Kali Linux 面接の質問と回答 - Total 29 questions |
| Mobile Testing 面接の質問と回答 - Total 30 questions |
| UiPath 面接の質問と回答 - Total 38 questions |
| Quality Assurance 面接の質問と回答 - Total 56 questions |
| API Testing 面接の質問と回答 - Total 30 questions |
| Appium 面接の質問と回答 - Total 30 questions |
| ETL Testing 面接の質問と回答 - Total 20 questions |
| Cucumber 面接の質問と回答 - Total 30 questions |
| QTP 面接の質問と回答 - Total 44 questions |
| PHP 面接の質問と回答 - Total 27 questions |
| Oracle JET(OJET) 面接の質問と回答 - Total 54 questions |
| Frontend Developer 面接の質問と回答 - Total 30 questions |
| Zend Framework 面接の質問と回答 - Total 24 questions |
| RichFaces 面接の質問と回答 - Total 26 questions |
| HTML 面接の質問と回答 - Total 27 questions |
| Flutter 面接の質問と回答 - Total 25 questions |
| CakePHP 面接の質問と回答 - Total 30 questions |
| React 面接の質問と回答 - Total 40 questions |
| React Native 面接の質問と回答 - Total 26 questions |
| Angular JS 面接の質問と回答 - Total 21 questions |
| Web Developer 面接の質問と回答 - Total 50 questions |
| Angular 8 面接の質問と回答 - Total 32 questions |
| Dojo 面接の質問と回答 - Total 23 questions |
| Symfony 面接の質問と回答 - Total 30 questions |
| GWT 面接の質問と回答 - Total 27 questions |
| CSS 面接の質問と回答 - Total 74 questions |
| Ruby On Rails 面接の質問と回答 - Total 74 questions |
| Yii 面接の質問と回答 - Total 30 questions |
| Angular 面接の質問と回答 - Total 50 questions |