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Software engineer Must knows (visual)

Software engineer Must knows (visual)

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Mavrick.Dev 🦅
·Aug 27, 2021·

2 min read

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Top Algorithms:

Every computer science student is expected to know the following algorithms:

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  • Insertion Sort, Selection Sort, Merge Sort, Quicksort, Counting Sort, Heap Sort

  • Kruskal’s Algorithm

  • Floyd Warshall Algorithm

  • Dijkstra’s Algorithm

  • Bellman Ford Algorithm

  • Kadane’s Algorithm

  • Lee Algorithm

  • Flood Fill Algorithm

  • Floyd’s Cycle Detection Algorithm

  • Topological Sorting in a DAG

  • Union Find Algorithm

Top Data Structures:

Along with the above algorithms, every computer science student is expected to

implement the following data structures:

  • Linked List — C, C++, Java, Python

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  • Linked List — Insertion at Tail

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  • BST — Insertion, Searching, Deletion

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  • Stack implementation using an array — C, C++, C++ (Using Templates), Java, Python

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  • Stack Implementation using a Linked List
  • Queue implementation using an array — C, C++, C++ (Using Templates), Java, Python

  • Queue Implementation using a Linked List

  • Min Heap and Max Heap — C++, Java

  • Graph — C, C++, C++ STL, Java Collections, Python

  • Trie — C, C++, C++ (Memory Efficient), Java, Python

Top Concepts: Finally, one is also expected to be familiar with other programming paradigms like Backtracking, Dynamic Programming, Divide & Conquer and Greedy Algorithms, and concepts like Hashing and Recursion.

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