✅ v1.0 Array Pattern-Wise Module completed
🚧 v2.0 Linked List Pattern-Wise Module started
A beginner-friendly repository for learning Data Structures and Algorithms in Java through problem-solving patterns.
Most beginners memorize solutions, but still get stuck on new problems.
This repo helps students understand the pattern behind a question, dry run the logic, analyze complexity, avoid mistakes, and practice step by step.
Memorizing solutions ❌
Identifying patterns ✅
Writing clean Java code ✅
Solving with confidence ✅Most DSA repos follow:
Problem → Code → OutputThis repo follows:
Concept → Pattern → Example → Dry Run → Complexity → Mistakes → PracticeThe goal is simple:
Learn the pattern behind the problem, not just the final code.
| Version | Module | Status |
|---|---|---|
| v1.0 | Array Patterns in Java | ✅ Completed |
| Version | Module | Status |
|---|---|---|
| v2.0 | Linked List Patterns in Java | 🚧 In Progress |
| Version | Module | Status |
|---|---|---|
| v1.0 | Array Patterns | ✅ Completed |
| v2.0 | Linked List Patterns | 🚧 In Progress |
| v3.0 | Stack Patterns | Planned |
| v4.0 | Queue Patterns | Planned |
| v5.0 | String Patterns | Planned |
| v6.0 | Recursion Patterns | Planned |
| v7.0 | Tree Patterns | Planned |
| v8.0 | Graph Patterns | Planned |
| v9.0 | Dynamic Programming Patterns | Planned |
| v10.0 | Mixed Interview Practice | Planned |
The first complete module is Array Patterns in Java.
It includes:
22-day structured roadmap
18 core array patterns
Java templates
Dry runs
Common mistakes
Easy mixed practice
Medium mixed practice
Pattern identification approach| Day | Topic | Status |
|---|---|---|
| 1 | What is Array | ✅ Live |
| 2 | How to Approach Array Problems | ✅ Live |
| 3 | Pattern 01: Traversal | ✅ Live |
| 4 | Pattern 02: Linear Search | ✅ Live |
| 5 | Pattern 03: Binary Search | ✅ Live |
| 6 | Pattern 04: Two Pointers | ✅ Live |
| 7 | Pattern 05: In-place Overwrite | ✅ Live |
| 8 | Pattern 06: HashSet / Duplicate Detection | ✅ Live |
| 9 | Pattern 07: HashMap Frequency | ✅ Live |
| 10 | Pattern 08: Sorting-Based Patterns | ✅ Live |
| 11 | Pattern 09: Merge Sorted Arrays | ✅ Live |
| 12 | Pattern 10: Fixed Size Sliding Window | ✅ Live |
| 13 | Pattern 11: Variable Size Sliding Window | ✅ Live |
| 14 | Pattern 12: Prefix Sum | ✅ Live |
| 15 | Pattern 13: Prefix Sum + HashMap | ✅ Live |
| 16 | Pattern 14: Kadane’s Algorithm | ✅ Live |
| 17 | Pattern 15: Stock Profit Pattern | ✅ Live |
| 18 | Pattern 16: XOR and Math Formula | ✅ Live |
| 19 | Pattern 17: Rotate, Dutch Flag, Product Except Self, Difference Array | ✅ Live |
| 20 | Pattern 18: Matrix and Final Checklist | ✅ Live |
| 21 | Easy Mixed Array Practice | ✅ Live |
| 22 | Medium Mixed Array Practice | ✅ Live |
The second module is Linked List Patterns in Java.
It follows the same structure as the Array module:
Concept
Pattern recognition
Dry run
Java implementation
Complexity
Common mistakes
PracticeThe Linked List module is planned as:
19-day module
15 core linked list patterns
Beginner to interview-ready flow| Day | Topic | Status |
|---|---|---|
| 1 | What is Linked List | Planned |
| 2 | How to Approach Linked List Problems | Planned |
| 3 | Pattern 01: Traversal, Search and Length | Planned |
| 4 | Pattern 02: Pointer Rewiring: Insertion, Deletion and Swapping | Planned |
| 5 | Pattern 03: Dummy Node / Sentinel Node | Planned |
| 6 | Pattern 04: Two Pointers Gap Pattern | Planned |
| 7 | Pattern 05: Fast and Slow Pointers | Planned |
| 8 | Pattern 06: Cycle Detection / Floyd’s Algorithm | Planned |
| 9 | Pattern 07: Linked List Reversal | Planned |
| 10 | Pattern 08: Advanced Reversal: Sublist, Pairs and K-Group | Planned |
| 11 | Pattern 09: Merge Pattern | Planned |
| 12 | Pattern 10: Split and Merge Sort Pattern | Planned |
| 13 | Pattern 11: Palindrome Checking Pattern | Planned |
| 14 | Pattern 12: Intersection of Linked Lists | Planned |
| 15 | Pattern 13: Add Two Numbers / Carry Pattern | Planned |
| 16 | Pattern 14: List Weaving and Reordering Pattern | Planned |
| 17 | Pattern 15: Clone List With Random Pointer | Planned |
| 18 | Easy Mixed Linked List Practice | Planned |
| 19 | Medium Mixed Linked List Practice | Planned |
Every learning day or pattern folder follows this structure wherever applicable:
folder-name/
├── 01-concept-or-pattern-name.md
├── 02-pattern-name-templates-java.md
└── 03-day-N-practice.mdExample:
linked-list/
└── 08-pattern-07-linked-list-reversal/
├── 01-pattern-07-linked-list-reversal.md
├── 02-linked-list-reversal-templates-java.md
└── 03-day-9-practice.md| Skill | Why It Matters |
|---|---|
| Pattern recognition | Know which approach to try |
| Dry run thinking | Understand how code works |
| Complexity analysis | Know if your solution can pass |
| Java implementation | Write clean beginner-friendly code |
| Mistake handling | Avoid common DSA errors |
| Practice flow | Learn in the right order |
Read concept
↓
Understand example
↓
Dry run manually
↓
Check complexity
↓
Read mistakes
↓
Solve practice questionsBefore solving, ask:
What is the pattern?
When should I use it?
Can brute force be optimized?
What is the time complexity?
What mistake should I avoid?Why Pattern-Based DSA?
In real problems, the question will not say:
Use HashMap
Use Sliding Window
Use Two Pointers
Use Prefix SumYou need to identify it.
| Question Signal | Pattern to Think |
|---|---|
| Find sum/count/max/min | Traversal |
| Sorted array + target | Binary Search |
| Sorted array + pair sum | Two Pointers |
| Remove elements in-place | In-place Overwrite |
| Duplicates/frequency | HashSet / HashMap |
Subarray of size k |
Sliding Window |
| Range sum query | Prefix Sum |
| Maximum subarray sum | Kadane’s Algorithm |
| Node movement | Linked List Traversal |
| Head deletion / edge cases | Dummy Node |
| Nth node from end | Two Pointers Gap |
| Middle / split list | Fast and Slow Pointers |
| Reverse links | Linked List Reversal |
| Cycle in list | Floyd’s Cycle Detection |
Who Is This For?
This repo is useful for:
- beginner DSA students
- Java learners
- placement preparation students
- LeetCode / CodeChef / Codeforces beginners
- students who struggle to identify patterns
- learners who want clean revision notes
- students preparing for internships and coding rounds
Contributing
Beginner contributions are welcome.
You can help by adding:
- better examples
- dry runs
- Java solutions
- common mistakes
- edge cases
- practice questions
- formatting improvements
- typo fixes
Before contributing:
- read the Contribution Guidelines
- follow the standard folder structure
- keep explanations simple
- write readable Java code
- mention time and space complexity where needed
- do not add copied paid/protected content
Please also follow the Code of Conduct.
Do not memorize 100 solutions.
Learn the patterns behind them.Pattern recognition is the real skill in DSA.
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