https://github.com/otabek-kholmirzaev/awesome-dsa

A 𝗿𝗼𝗮𝗱𝗺𝗮𝗽 for data structures and algorithms with comprehensive tutorials & practice resources.
https://github.com/otabek-kholmirzaev/awesome-dsa

List: awesome-dsa

algorithms awesome coding-interviews data-structures dsa faang-preparation leetcode roadmap

Last synced: 7 months ago
JSON representation

A 𝗿𝗼𝗮𝗱𝗺𝗮𝗽 for data structures and algorithms with comprehensive tutorials & practice resources.

• Host: GitHub
• URL: https://github.com/otabek-kholmirzaev/awesome-dsa
• Owner: otabek-kholmirzaev
• Created: 2025-02-24T17:36:46.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2025-02-25T09:18:10.000Z (7 months ago)
• Last Synced: 2025-02-25T10:26:41.247Z (7 months ago)
• Topics: algorithms, awesome, coding-interviews, data-structures, dsa, faang-preparation, leetcode, roadmap
• Homepage:
• Size: 1.95 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• ultimate-awesome - awesome-dsa - A 𝗿𝗼𝗮𝗱𝗺𝗮𝗽 for data structures and algorithms with comprehensive tutorials & practice resources. (Other Lists / TeX Lists)

README

          
# 🚀 Awesome Data Structures & Algorithms

A **roadmap** for data structures and algorithms with comprehensive tutorials & practice resources.

## ✅ Data Structures

### 🎯 Time & Space Complexity

- 📚 Tutorials

  - [Introduction to Big O Notation and Time Complexity - by CS Dojo](https://youtu.be/D6xkbGLQesk)

  - [Big-O Notation For Coding Interviews - by NeetCode](https://youtu.be/BgLTDT03QtU)

  - [Time and Space Complexity - by take U forward](https://youtu.be/FPu9Uld7W-E)

### 🎯 Arrays

- 📚 Tutorials

  - [An Overview of Arrays and Memory - by CS Dojo](https://youtu.be/pmN9ExDf3yQ)

  - [Arrays Intro - by take U forward](https://youtu.be/37E9ckMDdTk)

- ⚡ Practice Problems

  - [Two Sum](https://leetcode.com/problems/two-sum/) - [Solution](https://youtu.be/KLlXCFG5TnA)

  - [Concatenation of Array](https://leetcode.com/problems/concatenation-of-array/) - [Solution](https://youtu.be/68isPRHgcFQ)

  - [Replace Elements with Greatest Element on Right Side](https://leetcode.com/problems/replace-elements-with-greatest-element-on-right-side/) - [Solution](https://youtu.be/ZHjKhUjcsaU)

  - [Is Subsequence](https://leetcode.com/problems/is-subsequence/) - [Solution](https://youtu.be/99RVfqklbCE)

  - [Length of Last Word](https://leetcode.com/problems/length-of-last-word/) - [Solution](https://youtu.be/KT9rltZTybQ)

  - [Longest Common Prefix](https://leetcode.com/problems/longest-common-prefix/) - [Solution](https://youtu.be/0sWShKIJoo4)

  - [Pascal's Triangle](https://leetcode.com/problems/pascals-triangle/) - [Solution](https://youtu.be/nPVEaB3AjUM)

  - [Find All Numbers Disappeared in an Array](https://leetcode.com/problems/find-all-numbers-disappeared-in-an-array/) - [Solution](https://youtu.be/8i-f24YFWC4)

  - [Number of Good Pairs](https://leetcode.com/problems/number-of-good-pairs/) - [Solution](https://youtu.be/BqhDFUo1rjs)

### 🎯 Linked Lists

- 📚 Tutorials

  - [Introduction to Linked Lists - by CS Dojo](https://youtu.be/WwfhLC16bis)

  - [Linked List Playlist - by take U forward](https://www.youtube.com/playlist?list=PLgUwDviBIf0rAuz8tVcM0AymmhTRsfaLU)

- ⚡ Practice Problems

  - [Design Linked List](https://leetcode.com/problems/design-linked-list/) - [Solution](https://youtu.be/Wf4QhpdVFQo)

  - [Reverse Linked List](https://leetcode.com/problems/reverse-linked-list/) - [Solution](https://youtu.be/G0_I-ZF0S38)

  - [Merge Two Sorted Lists](https://leetcode.com/problems/merge-two-sorted-lists/) - [Solution](https://youtu.be/XIdigk956u0)

  - [Linked List Cycle](https://leetcode.com/problems/linked-list-cycle/) - [Solution](https://youtu.be/gBTe7lFR3vc)

  - [Palindrome Linked List](https://leetcode.com/problems/palindrome-linked-list/) - [Solution](https://youtu.be/yOzXms1J6Nk)

  - [Remove Linked List Elements](https://leetcode.com/problems/remove-linked-list-elements/) - [Solution](https://youtu.be/JI71sxtHTng)

  - [Remove Duplicates from Sorted List](https://leetcode.com/problems/remove-duplicates-from-sorted-list/) - [Solution](https://youtu.be/p10f-VpO4nE)

  - [Middle of the Linked List](https://leetcode.com/problems/middle-of-the-linked-list/) - [Solution](https://youtu.be/A2_ldqM4QcY)

  - [Intersection of Two Linked Lists](https://leetcode.com/problems/intersection-of-two-linked-lists/) - [Solution](https://youtu.be/D0X0BONOQhI)

### 🎯 Stacks & Queues

- 📚 Tutorials

  - [Introduction to Stacks and Queues - by CS Dojo](https://youtu.be/A3ZUpyrnCbM)

  - [Stack and Queue Playlist - by take U forward](https://www.youtube.com/playlist?list=PLgUwDviBIf0pOd5zvVVSzgpo6BaCpHT9c)

- ⚡ Practice Problems

  - [Baseball Game](https://leetcode.com/problems/baseball-game/) - [Solution](https://youtu.be/Id_tqGdsZQI)

  - [Valid Parentheses](https://leetcode.com/problems/valid-parentheses/) - [Solution](https://youtu.be/WTzjTskDFMg)

  - [Implement Stack using Queues](https://leetcode.com/problems/implement-stack-using-queues/) - [Solution](https://youtu.be/rW4vm0-DLYc)

  - [Implement Queue using Stacks](https://leetcode.com/problems/implement-queue-using-stacks/) - [Solution](https://youtu.be/eanwa3ht3YQ)

  - [Make The String Great](https://leetcode.com/problems/make-the-string-great/) - [Solution](https://youtu.be/10tBWNjzvtw)

  - [Min Stack](https://leetcode.com/problems/min-stack/) - [Solution](https://youtu.be/qkLl7nAwDPo)

  - [Evaluate Reverse Polish Notation](https://leetcode.com/problems/evaluate-reverse-polish-notation/) - [Solution](https://youtu.be/iu0082c4HDE)

  - [Removing Stars From a String](https://leetcode.com/problems/removing-stars-from-a-string/) - [Solution](https://youtu.be/pRyFZIaKegA)

  - [Design Circular Queue](https://leetcode.com/problems/design-circular-queue/) - [Solution](https://youtu.be/aBbsfn863oA)

### 🎯 Hash Tables

- 📚 Tutorials

  - [Introduction to Hash Tables and Dictionaries - by CS Dojo](https://youtu.be/sfWyugl4JWA)

  - [Hash Tables: Hash Functions, Sets, & Maps - by Greg Hogg](https://youtu.be/iZyxNEBpqFY)

  - [Hash Map Tutorial - by take U forward](https://youtu.be/KEs5UyBJ39g)

- ⚡ Practice Problems

  - [Design HashMap](https://leetcode.com/problems/design-hashmap/) - [Solution](https://youtu.be/cNWsgbKwwoU)

  - [Design HashSet](https://leetcode.com/problems/design-hashset/) - [Solution](https://youtu.be/VymjPQUXjL8)

  - will add more problems soon ...

### 🎯 Graphs

- 📚 Tutorials

  - [Graph Series Playlist - by take U forward](https://www.youtube.com/playlist?list=PLgUwDviBIf0oE3gA41TKO2H5bHpPd7fzn)

  - [Graph Theory Tutorial from a Google Engineer](https://youtu.be/09_LlHjoEiY)

  - [Graph Algorithms for Technical Interviews](https://youtu.be/tWVWeAqZ0WU)

- ⚡ Practice Problems

  - will add more problems soon ...

### 🎯 Trees

- 📚 Tutorials

  - [Trees Playlist - by take U forward](https://www.youtube.com/playlist?list=PLgUwDviBIf0q8Hkd7bK2Bpryj2xVJk8Vk)

  - [Introduction to Trees - by CS Dojo](https://youtu.be/1-l_UOFi1Xw)

  - [Binary Tree Algorithms for Technical Interviews](https://youtu.be/fAAZixBzIAI)

- ⚡ Practice Problems

  - will add more problems soon ...

### 🎯 Trie

- 📚 Tutorials

  - [Tries - by Gayle Laakmann](https://youtu.be/zIjfhVPRZCg)

  - [Trie Series Playlist - by take U forward](https://www.youtube.com/playlist?list=PLgUwDviBIf0pcIDCZnxhv0LkHf5KzG9zp)

  - [TRIE in Coding Interviews - by Errichto](https://www.youtube.com/live/MyiHeqtwOWQ)

- ⚡ Practice Problems

  - [Implement Trie](https://leetcode.com/problems/implement-trie-prefix-tree/) - [Solution](https://youtu.be/oobqoCJlHA0)

  - will add more problems soon ...

### 🎯 Heap

- 📚 Tutorials

  - [Heap Tutorial - by Abdul Bari](https://youtu.be/HqPJF2L5h9U)

  - [HEAP Playlist - by Techdose](https://www.youtube.com/playlist?list=PLEJXowNB4kPyP2PdMhOUlTY6GrRIITx28)

- ⚡ Practice Problems

  - [Kth Largest Element in a Stream](https://leetcode.com/problems/kth-largest-element-in-a-stream/) - [Solution](https://youtu.be/hOjcdrqMoQ8)

  - will add more problems soon ...

### 🎯 Segment Tree

- 📚 Tutorials

  - [Segment Tree Tutorial - by take U forward](https://youtu.be/-dUiRtJ8ot0)

  - [Lazy Propagation in Segment Tree - by take U forward](https://youtu.be/rwXVCELcrqU)

  - [Segment Tree (Implementation) - by Errichto](https://www.youtube.com/live/2FShdqn-Oz8)

- ⚡ Practice Problems

  - [Range Sum Query - Mutable](https://leetcode.com/problems/range-sum-query-mutable/) - [Solution](https://youtu.be/G9GRvQRtGOc)

  - will add more problems soon ...

## ✅ Algorithms

### 🎯 Algorithmic Paradigms

- [Brute Force](https://youtu.be/kdTpUjd71G8)

- [Greedy Algorithms](https://youtu.be/lfQvPHGtu6Q)

- [Divide and Conquer](https://youtu.be/YOh6hBtX5l0)

- [Dynamic Programming](https://youtu.be/vYquumk4nWw)

### 🎯 Sorting Algorithms

- 📚 Tutorials:

  - [Bubble Sort](https://youtu.be/xli_FI7CuzA)

  - [Selection Sort](https://youtu.be/g-PGLbMth_g)

  - [Insertion Sort](https://youtu.be/JU767SDMDvA)

  - [Merge Sort](https://youtu.be/4VqmGXwpLqc)

  - [Quick Sort](https://youtu.be/Hoixgm4-P4M)

  - [Heap Sort](https://youtu.be/2DmK_H7IdTo)

  - [Counting Sort](https://youtu.be/OKd534EWcdk)

  - [Radix Sort](https://youtu.be/XiuSW_mEn7g)

  - [Bucket Sort](https://youtu.be/VuXbEb5ywrU)

- ⚡ Practice Problems:

  - will add more problems soon ...

### 🎯 Searching Algorithms

- 📚 Tutorials:

  - [Linear Search](https://youtu.be/19hcyQN8J7o)

  - Binary Search

    - [Binary Search tutorial - by Errichto](https://youtu.be/GU7DpgHINWQ)

    - [Binary Search Playlist by take U forward](https://www.youtube.com/playlist?list=PLgUwDviBIf0pMFMWuuvDNMAkoQFi-h0ZF)

- ⚡ Practice Problems:

  - will add more problems soon ...

### 🎯 Recursion & Backtracking

- 📚 Tutorials:

  - [Introduction to Recursion - by CS Dojo](https://youtu.be/B0NtAFf4bvU)

  - [Introduction to Backtracking - by Abdul Bari](https://youtu.be/DKCbsiDBN6c)

  - [Recursive Backtracking - by Greg Hogg](https://youtu.be/L0NxT2i-LOY)

  - [Recursion & Backtracking Playlist - by take U forward](https://www.youtube.com/playlist?list=PLgUwDviBIf0rGlzIn_7rsaR2FQ5e6ZOL9)

- ⚡ Practice Problems:

  - will add more problems soon ...

### 🎯 Divide and Conquer

- 📚 Tutorials:

  - [Merge Sort](https://youtu.be/mB5HXBb_HY8)

  - [Quick Sort](https://youtu.be/7h1s2SojIRw)

  - [Binary Search](https://youtu.be/C2apEw9pgtw)

  - [Exponentiation (Fast Power)](https://youtu.be/L-Wzglnm4dM)

- ⚡ Practice Problems:

  - will add more problems soon ...