20+ Binary Tree Coding Problems from Programming Interviews
Hello guys, I have been sharing a lot of resources about programming job interviews like the books, courses, and some interview questions on the software design and data structures like an array, string, and linked list.
So far, we have looked at only the linear data structures, like an array and linked list, but all information in the real world cannot be represented in a linear fashion, and that’s where tree data structure helps.
A tree data structure is a hierarchical data structure that allows you to store hierarchical data like a family tree or office hierarchy. Depending on how you store data, there are different types of trees, such as a binary tree, where each node has, at most, two child nodes.
Along with its close cousin binary search tree, it’s also one of the most popular tree data structures. Therefore, you will find a lot of questions based on them, such as how to traverse them, count nodes, find depth, and check if they are balanced or not.
A key point to solving binary tree questions is a strong knowledge of theory, like what is the size or depth of the binary tree, what is a leaf, and what is a node, as well as an understanding of the popular traversing algorithms, like pre-order, post-order, and in-order traversal.
If you are not familiar with these concepts then I strongly suggest you first go through a comprehensive data structure and algorithm course like Data Structures and Algorithms: Deep Dive Using Java which explains essential data structure in detail. It’s also very affordable as you can purchase this course for just $9.9 on crazy Udemy sales which happen every now and then.
Data Structures and Algorithms: Deep Dive Using Java
So you've worked with the basics of data structures and algorithms in Java (or another OO programming language) but…
20+ Binary Tree Based Coding Problems for Interviews
Now that you know how to solve binary tree-based coding problems using recursion and some tips about solving tree-based coding problems, here is a list of popular binary tree-based coding questions from software engineer or developer job interviews:
- How is a binary search tree implemented? (solution)
- How do you perform preorder traversal in a given binary tree? (solution)
- How do you traverse a given binary tree in preorder without recursion? (solution)
- How do you perform an inorder traversal in a given binary tree? (solution)
- How do you print all nodes of a given binary tree using inorder traversal without recursion? (solution)
- How do you implement a postorder traversal algorithm? (solution)
- How do you traverse a binary tree in postorder traversal without recursion? (solution)
- How are all leaves of a binary search tree printed? (solution)
- How do you count the number of leaf nodes in a given binary tree? (solution)
- How do you perform a binary search in a given array? (solution)
- How do you convert a given binary tree to double linked list in Java? (solution)
- Write a program to find a depth of a given binary tree in Java? (solution)
- What is the difference between binary and binary search trees? (answer)
- What is a self-balanced tree? (answer)
- What is the AVL Tree? (answer)
- You have given a BST, where two nodes are swapped? How do you recover the original BST? (solution)
- How do you convert a binary tree to a binary search tree in Java? (solution)
- Find the largest BST subtree of a given binary tree in Java? (solution)
- Write a Java program to connect nodes at the same level as a binary tree? (solution)
- What is a Trie data structure? (answer)
- What is the difference between the Binary tree and Trie? (answer)
- How to check if a given binary tree is a BST? (solution)
- How to count number of leaf nodes in a given binary tree (solution)
- How to print leaf nodes of a given binary tree in Java? (solution)
- How to check if a given node exists in binary tree? (solution)
- How to find the Kth smallest element in a binary search tree? (solution)
- How to find maximum sum level in a given binary tree? (solution)
- How to find lowest common ancestor of a binary tree in Java? (solution)
These are some of the most popular binary tree-based questions asked on Programming job interviews. You can solve them to become comfortable with tree-based problems.
If you feel that your understanding of binary tree coding is inadequate and you can’t solve these questions on your own, I suggest you go back and pick a good data structure and algorithm courses like Easy to Advanced Data Structures by William Fiset, a former Google engineer, and former ACM-ICPC world finalist to refresh your knowledge about the binary tree and binary search tree.
Now You’re One step closer to the Coding Interview
These are some of the most common questions about binary tree data structure from coding interviews that help you to do really well in your interview.
These common coding, data structure, and algorithm questions are the ones you need to know to successfully interview with any company, big or small, for any level of programming job.
If you are looking for a programming or software development job, you can start your preparation with this list of coding questions.
This list provides good topics to prepare and also helps assess your preparation to find out your areas of strength and weakness.
Good knowledge of data structure and algorithms is important for success in coding interviews and that’s where you should focus most of your attention.
Grokking the Coding Interview: Patterns for Coding Questions
Data Structures and Algorithms: Deep Dive Using Java
Master the Coding Interview: Big Tech (FAANG) Interviews
Data Structure and Algorithms Analysis — Job Interview
Algorithms and Data Structure Part1 and 2
Data Structures in Java: An Interview Refresher
Grokking Dynamic Programming Patterns for Coding Interviews
Grokking the Coding Interview: Patterns for Coding Questions - Learn Interactively
Coding interviews are getting harder every day. A few years back, brushing up on key data structures and going through…
Thanks, You made it to the end of the article … Good luck with your programming interview! It’s certainly not going to be easy, but by following this roadmap and guide, you are one step closer to becoming a Software Developer.
If you like this article, then please share it with your friends and colleagues, and don’t forget to follow javinpaul on Twitter!
P.S. — If you need some FREE resources, you can check out this list of free data structure and algorithm courses to start your preparation.
My favorite free courses to learn data structures and algorithms in depth
by javinpaul Data structures and algorithms are some of the most essential topics for programmers, both to get a job…
And, if you are not a Medium member then I highly recommend you to join Medium and read great stories like this from great authors on different field. You can join Medium here