π 4-Week DSA Roadmap for PHP Developers
β³ Duration: 4 Weeks (~2-3 problems per day)
π οΈ Goal: Solve 50+ key DSA problems before the coding test
π» Practice Platform: LeetCode, GeeksForGeeks, InterviewBit
π Week 1: Mastering Arrays & Hashing
Focus: Arrays, Hashing, Two Pointers, Sliding Window
π₯ Key Concepts: Sorting, Frequency counting, Prefix sum, Kadaneβs algorithm
π Day 1-2: Basic Array Operations & Two Pointers
- Two Sum π’
- Best Time to Buy and Sell Stock π’
- Contains Duplicate π’
- Remove Duplicates from Sorted Array π’
π Day 3-4: Sliding Window & Prefix Sum
- Maximum Subarray (Kadaneβs Algorithm) π΅
- Longest Substring Without Repeating Characters π΅
- Sliding Window Maximum π΄
π Day 5-7: HashMaps & Sorting
- Group Anagrams π΅
- Valid Anagram π’
- Longest Consecutive Sequence π΅
π Week 2: Linked List, Stack & Queues
Focus: Linked Lists, Stack & Queue operations
π₯ Key Concepts: Fast & slow pointers, LRU cache, Parentheses validation
π Day 8-9: Linked List Basics
π Day 10-11: Fast & Slow Pointers
π Day 12-13: Stacks & Queues
π Day 14: Advanced Stack Problem
- LRU Cache π΄
π Week 3: Trees & Graphs
Focus: Binary Trees, Graphs (DFS & BFS), Shortest Paths
π₯ Key Concepts: Recursion, BFS/DFS, Binary Search Tree (BST), Dijkstraβs Algorithm
π Day 15-16: Tree Traversals
π Day 17-18: Binary Search Tree (BST)
π Day 19-20: Graphs (DFS & BFS)
π Day 21: Advanced Graphs
π Week 4: Dynamic Programming & Recursion
Focus: Recursion, Backtracking, DP problems
π₯ Key Concepts: Fibonacci DP, LCS, Knapsack
π Day 22-23: Recursion & Backtracking
- Subsets π΅
- Word Search π΅
π Day 24-25: Dynamic Programming Basics
π Day 26-27: Advanced DP
- Coin Change π΅
- 0/1 Knapsack Problem π΅
π Day 28: Final Challenge (Hard DP)
- N-Queens π΄
π Final Week: Mock Tests & Practice
- Solve random problems from LeetCode Medium/Hard
- Try PHP-based implementations for some problems
- Take a full-length timed test (e.g., 90 minutes, 2-3 problems)
π‘ Pro Tips for PHP Developers
β
Use PHPβs built-in functions for arrays (array_map()
, array_filter()
)
β
Use associative arrays (hashmaps) efficiently
β
Write clean OOP-based PHP solutions
β
Test solutions with edge cases (empty input, large numbers, negative values)