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Data Structures & Algorithms Patterns Guide

A curated guide for pattern recognition, core data structures, and implementation speed. Use it to plan practice, track coverage, and rehearse solutions with a repeatable approach.

  • DSA Patterns

    Fast Slow Pointer Algorithm Patterns in Java

    Comprehensive guide to fast/slow pointer techniques for linked list cycle detection, middle element finding, and related algorithmic problems with Java implementations.

  • DSA Patterns

    Trapping Rain Water Algorithm Solution

    Complete Java implementation of the trapping rain water problem with multiple approaches including two-pointer and dynamic programming techniques.

  • DSA Patterns

    Container With Most Water Algorithm Solution

    Complete Java implementation of the container with most water problem using two-pointer technique with O(n) time and space complexity analysis.

  • DSA Patterns

    Pair Sum in Sorted Arrays Algorithm

    Complete Java solution for finding pairs that sum to a target value in sorted arrays using two-pointer technique with O(n) time complexity.

  • DSA Patterns

    Constant-time lookup patterns in Java

    Master constant-time lookup techniques using hash tables, binary search, and indexing strategies for optimal performance in production systems.

  • DSA Patterns

    Prefix Sum with Hash Maps for Subarray Problems

    Master prefix sum techniques with hash maps to efficiently solve subarray sum problems including contiguous subarrays and range queries.

  • DSA Patterns

    Frequency Counting with Hash Maps in Java

    Comprehensive guide to implementing frequency counting using hash maps, including time complexity analysis and practical applications in FAANG interviews.

  • DSA Patterns

    Longest Substring Without Repeating Characters

    Comprehensive Java solution for finding the longest substring without repeating characters using sliding window technique with detailed complexity analysis and edge case handling.

  • DSA Patterns

    Reverse String and Palindrome Check Algorithms

    Comprehensive Java solutions for string reversal and palindrome validation with multiple approaches and performance analysis.

  • DSA Patterns

    Group Anagrams Problem Solution | LeetCode 49

    Complete Java solution for grouping anagrams with optimal time and space complexity analysis for FAANG interviews.

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