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Coding/technical interview guide: data structures, algorithms, complexity analyses, interview questions

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Interview Guide

This repo is my guide for interview preparation. Feel free to use it as you see fit. It consists of common data structure and algorithm implementations and notes, complexity analyses, and interview questions I have come across. My implementations are done in Python for uniformity and convenience. However, the solutions that I provided to the interview questions are not necessarily done in Python.



Data Structures

Linked Lists
Singly Linked code notes
Doubly Linked code notes
Stacks
LIFO code notes
Queues
FIFO code notes
Deque code notes
Priority Queue code notes
Trees
BST code notes
AVL code notes
Red-Black code notes
Hash Tables
Open Addressing code notes
Separate Chaining code notes
Graphs
Adjacency List code notes
Adjacency Matrix code notes


Algorithms

Sorting

Bubblesorts
Bubblesort code notes
Simple Sorts
Insertion Sort code notes
Selection Sort code notes
Efficient Sorts
Merge Sort code notes
Quicksort code notes
Heapsort code notes
Distribution Sorts
Bucket Sort code notes
Counting Sort code notes
Radix Sort code notes

Graphing

Greedy
Kruskal's Algorithm code notes
Prim's Algorithm code notes
Huffman Coding code notes
Dynamic Programming
Bellman-Ford Algorithm code notes
Dijkstra's Algorithm code notes
A* Search Algorithm code notes
Breadth First Search
Breadth First Search code notes
Depth First Search
Depth First Search code notes


Interview Q&A

Coding

Easy
Balanced Delimiters code notes
First Repeating Character code notes
Add Reversed Linked Lists code notes
Rectangle Overlap code notes
Greatest Time code notes
Prime Numbers code notes
Merge Sort code notes
BST code notes
Medium
NxN Board Game code notes
Longest Palindrome code notes
Product Seeds code notes
Iterative Inorder Traversal code notes
Minimum Length Subarray code notes
Linked List Palindrome code notes
k Most Frequent Elements code notes
Hard
Kth Nearest Point code notes
Shortest Path with Obstacle Avoidance code notes
code notes

Brain Teasers

Easy
Sudoku Sub-Grid Problem
10x10x10 Rubik's Cube Problem
Medium
Three Wise Men Problem
Hard

Theory/Technology

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  • Python 95.1%
  • C++ 4.9%