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Data Structures and Algorithm |
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A computer program is a collection of instructions to perform a specific task. For this, a computer program may need to store data, retrieve data, and perform computations on the data.
A data structure is a named location that can be used to store and organize data. And, an algorithm is a collection of steps to solve a particular problem. Learning data structures and algorithms allow us to write efficient and optimized computer programs.
Proficiency in any programming language is a must as it will ease most of your problems when it comes to implementation. Be it C++, Java, Python, or any language of your choice.
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Asymptotic Analysis
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Arrays and Lists
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2D Arrays
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Functions
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Strings
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Linked List
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Stack
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Queue
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Hash Table and Hash Set
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Heap
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Divide and Conquer Algorithm
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Graph
- BFS
- DFS
- Prim’s Algorithm
- Dijkstra’s Algorithm
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Binary Tree
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Binary Search Tree
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Trie
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Searching
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Backtracking
- Rat in a maze
- N Queen Problem
- Sudoku Problem
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Greedy Algorithm
- Fractional Knapsack
- Huffman coding
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Sorting Techniques
- Heap sort
- Merge sort
- Quick sort
- Bubble sort
- Introduction to Algorithms by Thomas H Cormen
- Algorithms by Robert Sedgewick & Kevin Wayne
- The Algorithm Design Manual by Steve S. Skiena
- Algorithm Design by Kleinberg & Tardos
- Data Structures and Algorithms. Aho, Ullman & Hopcroft
- Classic Data Structure by Debasis Samanta
✌️ That’s it. You’re done!! ⛳ Update all your works in github. Happy Learning