Solving Programming Interview Problems in Python
Introduction
Programming Basics
Number Theory
- Prime Numbers
- Factorials
- Factorization
- Greatest Common Divisor
- Additional Problems
Arrays
- Working with Lists in Python
- Using arrays as containers
- Traversal
- Binary Search
- Two Pointers
- Modifying Elements
- Sorting
- Circular Buffer
- 2D Arrays
- Additional Problems
Linked Lists
- Singly Linked Lists
- Doubly Linked Lists
- Circular Linked Lists
- Skip Lists
- Additional Problems
Stacks, Queues, and Dequeues
- Stacks
- Queues
- Dequeues
Hashing
- HashSets
- HashMaps
- Additional Problems
Graphs
- Binary Trees
- Binary Search Trees
- Heaps
- Prefix Trees
- DFS and BFS
- Topological Sort
- Connected Components
- Shortest Paths
- Segment Trees
- Union Find
- Additional Problems
Recursion and Backtracking
- Divide and Conquer
- Backtracking
- Additional Problems
Dynamic Programming and Memoization
- 1D Dynamic Programming
- 2D Dynamic Programming
- Memoization
- Additional Problems
Greedy Algorithms
- Problems
Bit Manipulation
Search
- Two Pointers
- Binary Search
Sorting
- Sorting in Linear Time
- Merger Sort and Quick Sort
String Processing
- Palindrome Problems
- String Alignment
- Longest Common Subsequence
- String Matching in a Matrix
- Additional Problems
Combinatorics
- Fibonacci Numbers
- Binomial Coefficients
- Catalan Numbers
- Permutations
- Integer Partition
- Additional Problems
Techniques
- Prefix Sum
- Range Sum
- Sliding Window
- Two Pointers
- Inversion Index
- Majority Element
- Additional Problems
Brain Teasers

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