Advanced application engineering analyst @Accenture l Ex-Full-stack Developer @Automation Agency India |1600+ Leetcode | Freelance Web Developer | AI for Businesses | Qualified Google Codejam
✨Data Structures & Algorithms Roadmap with YouTube Resources:
1) Introduction to DSA: Start with understanding the basics of data structures.
- https://lnkd.in/d-8_5_fE
2) Arrays and Strings: Learn about array manipulation, searching, sorting, and string manipulation techniques.
- https://lnkd.in/dyjmA5cq
3) Linked Lists: Understand singly linked lists, doubly linked lists, and circular linked lists. Learn about insertion, deletion, and traversal operations.
- https://lnkd.in/dZJXhktY
4) Stacks and Queues: Explore the concepts of stacks and queues, along with their applications in solving real-world problems.
- https://lnkd.in/d4sK58TK
5) Hashing: Learn about hash functions, hash tables, and collision resolution techniques.
- https://lnkd.in/dkQRvJ-D
6) Trees: Study binary trees, binary search trees, AVL trees, and basic tree traversal algorithms like inorder, preorder, and postorder.
- https://lnkd.in/d9pr5Wgy
7) Graphs: Understand graph representations, traversal algorithms (DFS, BFS), and basic graph algorithms (Dijkstra's, Kruskal's).
- https://lnkd.in/dpkGNJxg
8) Sorting Algorithms: Familiarize yourself with various sorting algorithms like bubble sort, insertion sort, merge sort, and quicksort.
- https://lnkd.in/dVmjcNJp
9) Searching Algorithms: Learn about linear search, binary search, and other searching techniques.
- https://lnkd.in/d4rzxnE3
10) Dynamic Programming: Explore dynamic programming concepts and techniques for solving optimization problems.
- https://lnkd.in/dwHeF4DE
11) Recursion: Understand recursion, recursive algorithms, and their applications.
- https://lnkd.in/dmXRnGry
12) Divide and Conquer: Learn about the divide and conquer paradigm and its applications in solving problems.
- https://lnkd.in/dfnnSuKi
13) Greedy Algorithms: Study greedy algorithms and their application in solving optimization problems.
- https://lnkd.in/d2sDG2H5
14) Backtracking: Explore backtracking techniques to solve problems like the N-Queens problem and the subset sum problem.
- https://lnkd.in/dEGMtB92
15) Advanced Data Structures: Learn about advanced data structures like heaps, tries, and segment trees.
- https://lnkd.in/d8N4s6Qt
16) Algorithm Analysis: Understand how to analyze the time and space complexity of algorithms.
- https://lnkd.in/dxqNMZ7Y
Follow Tushar Verma for more content,
#geeksforgeeks #leetcode #interviewpreparation #codingchallenge #75dayschallenge #resources #codingcommunity #dsa #datastructuresandalgorithms