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Topic-Wise Roadmap To Learn Data Structures and Algorithms
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Topic-Wise Roadmap To Learning Data Structures and Algorithms
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===============================================
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-------------------
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<br>
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-------------
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<br>
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# 1. Arrays
87

98
### -Bare Minimum
10-
- [ ] [ Top 50 Array Coding Problems - GeeksForGeeks](https://www.geeksforgeeks.org/top-50-array-coding-problems-for-interviews/ "Top 50 Array Coding Problems - GeeksForGeeks")
9+
> - [ ] [ Top 50 Array Coding Problems - GeeksForGeeks](https://www.geeksforgeeks.org/top-50-array-coding-problems-for-interviews/ "Top 50 Array Coding Problems - GeeksForGeeks")
1110
1211
### -Bonus
13-
- [ ] [ Array Problems - InterviewBit](https://www.interviewbit.com/courses/programming/topics/arrays/ "Interview Bit Array Problems - InterviewBit")
14-
- [ ] [ Array Problems - LeetCode](https://leetcode.com/tag/array/ "Array Problems - LeetCode")
12+
> - [ ] [ Array Problems - InterviewBit](https://www.interviewbit.com/courses/programming/topics/arrays/ "Interview Bit Array Problems - InterviewBit")
13+
> - [ ] [ Array Problems - LeetCode](https://leetcode.com/tag/array/ "Array Problems - LeetCode")
1514
1615
-------------
1716

1817
# 2. Strings
1918

2019
### -Bare Minimum
21-
- [ ] [ String Problems - InterviewBit](https://www.interviewbit.com/courses/programming/topics/strings/ "String Problems - InterviewBit")
20+
> - [ ] [ String Problems - InterviewBit](https://www.interviewbit.com/courses/programming/topics/strings/ "String Problems - InterviewBit")
2221
2322
### -Bonus
24-
- [ ] [ String Problems - LeetCode](https://leetcode.com/tag/string/ "String Problems - LeetCode")
25-
- [ ] [ Problem solving (String) - HackerRank](https://www.hackerrank.com/domains/algorithms?filters%5Bstatus%5D%5B%5D=unsolved%5Cu0026filters%5Bsubdomains%5D%5B%5D%3Dstrings%5Cu0026badge_type%3Dproblem-solving&filters%5Bstatus%5D%5B%5D=unsolved&filters%5Bsubdomains%5D%5B%5D=strings "Problem solving (String) - HackerRank")
23+
> - [ ] [ String Problems - LeetCode](https://leetcode.com/tag/string/ "String Problems - LeetCode")
24+
> - [ ] [ Problem solving (String) - HackerRank](https://www.hackerrank.com/domains/algorithms?filters%5Bstatus%5D%5B%5D=unsolved%5Cu0026filters%5Bsubdomains%5D%5B%5D%3Dstrings%5Cu0026badge_type%3Dproblem-solving&filters%5Bstatus%5D%5B%5D=unsolved&filters%5Bsubdomains%5D%5B%5D=strings "Problem solving (String) - HackerRank")
2625
2726
--------
2827

2928
# 3. Linked Lists
3029

3130
### -Bare Minimum
32-
- [ ] [ Linked-List Problems - InterviewBit](https://www.interviewbit.com/courses/programming/topics/linked-lists/ "Linked-List Problems - InterviewBit")
31+
> - [ ] [ Linked-List Problems - InterviewBit](https://www.interviewbit.com/courses/programming/topics/linked-lists/ "Linked-List Problems - InterviewBit")
3332
3433
### -Bonus
35-
- [ ] [ Linked-List Questions - LeetCode](https://leetcode.com/tag/linked-list/ "Linked-List Questions - LeetCode")
36-
- [ ] [ Top 20 Linked-List Questions - GeeksForGeeks](https://www.geeksforgeeks.org/top-20-linked-list-interview-question/ "Top 20 Linked-List Questions - GeeksForGeeks")
34+
> - [ ] [ Linked-List Questions - LeetCode](https://leetcode.com/tag/linked-list/ "Linked-List Questions - LeetCode")
35+
> - [ ] [ Top 20 Linked-List Questions - GeeksForGeeks](https://www.geeksforgeeks.org/top-20-linked-list-interview-question/ "Top 20 Linked-List Questions - GeeksForGeeks")
3736
3837
--------
3938

4039
# 4. Stacks and Queues
4140

4241
### -Theory:
43-
- [ ] [ Stack Data Structure Introduction - GeeksForGeeks](https://www.geeksforgeeks.org/stack-data-structure-introduction-program/ "Stack Data Structure Introduction - GeeksForGeeks")
44-
- [ ] [ Queue Set Introduction and Array Implementation - GeeksForGeeks](https://www.geeksforgeeks.org/queue-set-1introduction-and-array-implementation/ "Queue Set Introduction and Array Implementation - GeeksForGeeks")
42+
> - [ ] [ Stack Data Structure Introduction - GeeksForGeeks](https://www.geeksforgeeks.org/stack-data-structure-introduction-program/ "Stack Data Structure Introduction - GeeksForGeeks")
43+
> - [ ] [ Queue Set Introduction and Array Implementation - GeeksForGeeks](https://www.geeksforgeeks.org/queue-set-1introduction-and-array-implementation/ "Queue Set Introduction and Array Implementation - GeeksForGeeks")
4544
4645
### -Bare Minimum
47-
- [ ] [ Stacks and Queues - InterviewBit](https://www.interviewbit.com/courses/programming/topics/stacks-and-queues/ "Stacks and Queues - InterviewBit")
46+
> - [ ] [ Stacks and Queues - InterviewBit](https://www.interviewbit.com/courses/programming/topics/stacks-and-queues/ "Stacks and Queues - InterviewBit")
4847
4948
### -Bonus
50-
- [ ] [ Stack Problems - LeetCode](https://leetcode.com/tag/stack/ "Stack Problems - LeetCode")
51-
- [ ] [ Queue Problems - LeetCode](https://leetcode.com/tag/queue/ "Queue Problems - LeetCode")
52-
- [ ] [ Queue Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/queue-data-structure/ "Queue Data Structure - GeeksForGeeks")
53-
- [ ] [ Stack Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/stack-data-structure0 "Stack Data Structure - GeeksForGeeks")
49+
> - [ ] [ Stack Problems - LeetCode](https://leetcode.com/tag/stack/ "Stack Problems - LeetCode")
50+
> - [ ] [ Queue Problems - LeetCode](https://leetcode.com/tag/queue/ "Queue Problems - LeetCode")
51+
> - [ ] [ Queue Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/queue-data-structure/ "Queue Data Structure - GeeksForGeeks")
52+
> - [ ] [ Stack Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/stack-data-structure0 "Stack Data Structure - GeeksForGeeks")
5453
5554
---------
5655

5756
# 5. Tree-based data structures:
5857

5958
### -Theory:
60-
- [ ] [ Binary Tree Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/binary-tree-data-structure/ "Binary Tree Data Structure - GeeksForGeeks")
61-
- [ ] [ Binary Search Tree Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/binary-search-tree-data-structure/ "Binary Search Tree Data Structure - GeeksForGeeks")
62-
- [ ] [ Trie Insert and Search - GeeksForGeeks](https://www.geeksforgeeks.org/trie-insert-and-search/ "Trie Insert and Search - GeeksForGeeks")
63-
- [ ] [ Heap Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/heap-data-structure/ "Heap Data Structure - GeeksForGeeks")
64-
- [ ] [ Hashing Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/hashing-data-structure/ "Hashing Data Structure - GeeksForGeeks")
59+
> - [ ] [ Binary Tree Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/binary-tree-data-structure/ "Binary Tree Data Structure - GeeksForGeeks")
60+
> - [ ] [ Binary Search Tree Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/binary-search-tree-data-structure/ "Binary Search Tree Data Structure - GeeksForGeeks")
61+
> - [ ] [ Trie Insert and Search - GeeksForGeeks](https://www.geeksforgeeks.org/trie-insert-and-search/ "Trie Insert and Search - GeeksForGeeks")
62+
> - [ ] [ Heap Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/heap-data-structure/ "Heap Data Structure - GeeksForGeeks")
63+
> - [ ] [ Hashing Data Structure - GeeksForGeeks](https://www.geeksforgeeks.org/hashing-data-structure/ "Hashing Data Structure - GeeksForGeeks")
6564
6665
### -Bare minimum:
67-
- [ ] [ Tree Data Structure - InterviewBit](https://www.interviewbit.com/courses/programming/topics/tree-data-structure/ "Tree Data Structure - InterviewBit")
68-
- [ ] [ Heaps and Maps - InterviewBit](https://www.interviewbit.com/courses/programming/topics/heaps-and-maps/ "Heaps and Maps - InterviewBit")
69-
- [ ] [ Hashing - InterviewBit](https://www.interviewbit.com/courses/programming/topics/hashing/ "Hashing - InterviewBit")
66+
> - [ ] [ Tree Data Structure - InterviewBit](https://www.interviewbit.com/courses/programming/topics/tree-data-structure/ "Tree Data Structure - InterviewBit")
67+
> - [ ] [ Heaps and Maps - InterviewBit](https://www.interviewbit.com/courses/programming/topics/heaps-and-maps/ "Heaps and Maps - InterviewBit")
68+
> - [ ] [ Hashing - InterviewBit](https://www.interviewbit.com/courses/programming/topics/hashing/ "Hashing - InterviewBit")
7069
7170
### -Bonus
72-
- [ ] [ Tree - LeetCode](https://leetcode.com/tag/tree/ "Tree - LeetCode")
73-
- [ ] [ Heap - LeetCode](https://leetcode.com/tag/heap/ "Heap - LeetCode")
74-
- [ ] [ Trie - LeetCode](https://leetcode.com/tag/trie/ "Trie - LeetCode")
75-
- [ ] [ Hash Table - LeetCode](https://leetcode.com/tag/hash-table/ "Hash Table - LeetCode")
71+
> - [ ] [ Tree - LeetCode](https://leetcode.com/tag/tree/ "Tree - LeetCode")
72+
> - [ ] [ Heap - LeetCode](https://leetcode.com/tag/heap/ "Heap - LeetCode")
73+
> - [ ] [ Trie - LeetCode](https://leetcode.com/tag/trie/ "Trie - LeetCode")
74+
> - [ ] [ Hash Table - LeetCode](https://leetcode.com/tag/hash-table/ "Hash Table - LeetCode")
7675
7776
--------
7877

7978
# 6. Graphs:
8079

8180
### -Theory:
82-
- [ ] [ Graph and It's Representations](https://www.geeksforgeeks.org/graph-and-its-representations/ "Graph and It's Representations - GeeksForGeeks")
81+
> - [ ] [ Graph and It's Representations](https://www.geeksforgeeks.org/graph-and-its-representations/ "Graph and It's Representations - GeeksForGeeks")
8382
8483
### -Standard Algos:
85-
- [ ] [ Breadth First Search - GeeksForGeeks](https://www.geeksforgeeks.org/breadth-first-search-or-bfs-for-a-graph/ "Breadth First Search - GeeksForGeeks")
86-
- [ ] [ Depth First Search - GeeksForGeeks](https://www.geeksforgeeks.org/depth-first-search-or-dfs-for-a-graph/ "Depth First Search - GeeksForGeeks")
87-
- [ ] [ Dijkstra's Shortest Path Algorithm - GeeksForGeeks](https://www.geeksforgeeks.org/dijkstras-shortest-path-algorithm-greedy-algo-7/ "Dijkstra's Shortest Path Algorithm - GeeksForGeeks")
88-
- [ ] [ Prim's Minimum Spanning Tree - GeeksForGeeks](https://www.geeksforgeeks.org/prims-minimum-spanning-tree-mst-greedy-algo-5/ "Prim's Minimum Spanning Tree - GeeksForGeeks")
89-
- [ ] [ Kruskal's Minimum Spinning Tree Algorithm](https://www.geeksforgeeks.org/kruskals-minimum-spanning-tree-algorithm-greedy-algo-2/ "Kruskal's Minimum Spinning Tree Algorithm")
90-
- [ ] [ Floyd Warshall Algorithm - GeeksForGeeks](https://www.geeksforgeeks.org/floyd-warshall-algorithm-dp-16/ "Floyd Warshall Algorithm - GeeksForGeeks")
91-
- [ ] [ Union Find Algorithm - GeeksForGeeks](https://www.geeksforgeeks.org/union-find-algorithm-union-rank-find-optimized-path-compression/ "Union Find Algorithm - GeeksForGeeks")
84+
> - [ ] [ Breadth First Search - GeeksForGeeks](https://www.geeksforgeeks.org/breadth-first-search-or-bfs-for-a-graph/ "Breadth First Search - GeeksForGeeks")
85+
> - [ ] [ Depth First Search - GeeksForGeeks](https://www.geeksforgeeks.org/depth-first-search-or-dfs-for-a-graph/ "Depth First Search - GeeksForGeeks")
86+
> - [ ] [ Dijkstra's Shortest Path Algorithm - GeeksForGeeks](https://www.geeksforgeeks.org/dijkstras-shortest-path-algorithm-greedy-algo-7/ "Dijkstra's Shortest Path Algorithm - GeeksForGeeks")
87+
> - [ ] [ Prim's Minimum Spanning Tree - GeeksForGeeks](https://www.geeksforgeeks.org/prims-minimum-spanning-tree-mst-greedy-algo-5/ "Prim's Minimum Spanning Tree - GeeksForGeeks")
88+
> - [ ] [ Kruskal's Minimum Spinning Tree Algorithm](https://www.geeksforgeeks.org/kruskals-minimum-spanning-tree-algorithm-greedy-algo-2/ "Kruskal's Minimum Spinning Tree Algorithm")
89+
> - [ ] [ Floyd Warshall Algorithm - GeeksForGeeks](https://www.geeksforgeeks.org/floyd-warshall-algorithm-dp-16/ "Floyd Warshall Algorithm - GeeksForGeeks")
90+
> - [ ] [ Union Find Algorithm - GeeksForGeeks](https://www.geeksforgeeks.org/union-find-algorithm-union-rank-find-optimized-path-compression/ "Union Find Algorithm - GeeksForGeeks")
9291
9392
### -Bare Minimum:
94-
- [ ] [ Graph Problems - LeetCode](https://leetcode.com/tag/graph/ "Graph Problems - LeetCode") (Easy and Medium)
93+
> - [ ] [ Graph Problems - LeetCode](https://leetcode.com/tag/graph/ "Graph Problems - LeetCode") (Easy and Medium)
9594
9695
### -Bonus:
97-
- [ ] [ Graph Data Structure Algorithms - InterviewBit](https://www.interviewbit.com/courses/programming/topics/graph-data-structure-algorithms/ "Graph Data Structure Algorithms - InterviewBit")
96+
> - [ ] [ Graph Data Structure Algorithms - InterviewBit](https://www.interviewbit.com/courses/programming/topics/graph-data-structure-algorithms/ "Graph Data Structure Algorithms - InterviewBit")
9897
9998
---------
10099

101100
# 7. Dynamic Programming:
102101

103102
### -Video lectures:
104-
- [ ] [ Dynamic Programming I: Fibonacci, Shortest Paths](https://www.youtube.com/watch?v=OQ5jsbhAv_M\u0026list=PLcDimPvbmfT8qAxD6JH_kmXiQwTNcoK78 "Dynamic Programming I: Fibonacci, Shortest Paths")
105-
- [ ] [ Dynamic Programming II: Text Justification, Blackjack](https://www.youtube.com/watch?v=ENyox7kNKeY\u0026list=PLcDimPvbmfT8qAxD6JH_kmXiQwTNcoK78\u0026index=2 "Dynamic Programming II: Text Justification, Blackjack")
106-
- [ ] [ Dynamic Programming III: Parenthesization, Edit Distance, Knapsack](https://www.youtube.com/watch?v=ocZMDMZwhCY\u0026list=PLcDimPvbmfT8qAxD6JH_kmXiQwTNcoK78\u0026index=3 "Dynamic Programming III: Parenthesization, Edit Distance, Knapsack")
103+
> - [ ] [ Dynamic Programming I: Fibonacci, Shortest Paths](https://www.youtube.com/watch?v=OQ5jsbhAv_M\u0026list=PLcDimPvbmfT8qAxD6JH_kmXiQwTNcoK78 "Dynamic Programming I: Fibonacci, Shortest Paths")
104+
> - [ ] [ Dynamic Programming II: Text Justification, Blackjack](https://www.youtube.com/watch?v=ENyox7kNKeY\u0026list=PLcDimPvbmfT8qAxD6JH_kmXiQwTNcoK78\u0026index=2 "Dynamic Programming II: Text Justification, Blackjack")
105+
> - [ ] [ Dynamic Programming III: Parenthesization, Edit Distance, Knapsack](https://www.youtube.com/watch?v=ocZMDMZwhCY\u0026list=PLcDimPvbmfT8qAxD6JH_kmXiQwTNcoK78\u0026index=3 "Dynamic Programming III: Parenthesization, Edit Distance, Knapsack")
107106
108107
### -Bare minimum (Standard problems):
109-
- [ ] [ Program For nth Fibonacci Number - GeeksForGeeks](https://www.geeksforgeeks.org/program-for-nth-fibonacci-number/ "Program For nth Fibonacci Number - GeeksForGeeks")
110-
- [ ] [ 0-1 Knapsack Problem - GeeksForGeeks](https://www.geeksforgeeks.org/0-1-knapsack-problem-dp-10/ "0-1 Knapsack Problem - GeeksForGeeks")
111-
- [ ] [ Coin Change - GeeksForGeeks](https://www.geeksforgeeks.org/coin-change-dp-7/ "Coin Change - GeeksForGeeks")
112-
- [ ] [ Compute nCr % p - GeeksForGeeks](https://www.geeksforgeeks.org/compute-ncr-p-set-1-introduction-and-dynamic-programming-solution/ "Compute nCr % p - GeeksForGeeks")
113-
- [ ] [ Longest Increasing Subsequence - GeeksForGeeks](https://www.geeksforgeeks.org/longest-increasing-subsequence-dp-3/ "Longest Increasing Subsequence - GeeksForGeeks")
114-
- [ ] [ Longest Common Subsequence - GeeksForGeeks](https://www.geeksforgeeks.org/longest-common-subsequence-dp-4/ "Longest Common Subsequence - GeeksForGeeks")
115-
- [ ] [ Longest Commono Substring - GeeksForGeeks](https://www.geeksforgeeks.org/longest-common-substring-dp-29/ "Longest Commono Substring - GeeksForGeeks")
108+
> - [ ] [ Program For nth Fibonacci Number - GeeksForGeeks](https://www.geeksforgeeks.org/program-for-nth-fibonacci-number/ "Program For nth Fibonacci Number - GeeksForGeeks")
109+
> - [ ] [ 0-1 Knapsack Problem - GeeksForGeeks](https://www.geeksforgeeks.org/0-1-knapsack-problem-dp-10/ "0-1 Knapsack Problem - GeeksForGeeks")
110+
> - [ ] [ Coin Change - GeeksForGeeks](https://www.geeksforgeeks.org/coin-change-dp-7/ "Coin Change - GeeksForGeeks")
111+
> - [ ] [ Compute nCr % p - GeeksForGeeks](https://www.geeksforgeeks.org/compute-ncr-p-set-1-introduction-and-dynamic-programming-solution/ "Compute nCr % p - GeeksForGeeks")
112+
> - [ ] [ Longest Increasing Subsequence - GeeksForGeeks](https://www.geeksforgeeks.org/longest-increasing-subsequence-dp-3/ "Longest Increasing Subsequence - GeeksForGeeks")
113+
> - [ ] [ Longest Common Subsequence - GeeksForGeeks](https://www.geeksforgeeks.org/longest-common-subsequence-dp-4/ "Longest Common Subsequence - GeeksForGeeks")
114+
> - [ ] [ Longest Commono Substring - GeeksForGeeks](https://www.geeksforgeeks.org/longest-common-substring-dp-29/ "Longest Commono Substring - GeeksForGeeks")
116115
117116

118117
### -Bonus:
119-
- [ ] [ Dynamic Programming - InterviewBit](https://www.interviewbit.com/courses/programming/topics/dynamic-programming/ "Dynamic Programming - InterviewBit")
120-
- [ ] [ Dynamic Programming - LeetCode](https://leetcode.com/tag/dynamic-programming/ "Dynamic Programming - LeetCode")
118+
> - [ ] [ Dynamic Programming - InterviewBit](https://www.interviewbit.com/courses/programming/topics/dynamic-programming/ "Dynamic Programming - InterviewBit")
119+
> - [ ] [ Dynamic Programming - LeetCode](https://leetcode.com/tag/dynamic-programming/ "Dynamic Programming - LeetCode")

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