mention full data structure and algorithm topic that we need to cover to crack any product based comany
To crack a product based company, it is important to have a strong understanding of the following data structures and algorithms:
Data Structures:
- Arrays
- Linked Lists
- Stacks and Queues
- Trees (Binary Trees, AVL Trees, Trie, Segment Trees, etc.)
- Heaps (Min Heap, Max Heap)
- Graphs (Breadth First Search, Depth First Search, Dijkstra's Algorithm, A* Algorithm, etc.)
- Hash Tables
- Dynamic Programming
Algorithms:
- Sorting (QuickSort, MergeSort, InsertionSort, BubbleSort, etc.)
- Searching (Linear Search, Binary Search)
- Recursion
- Divide and Conquer
- Greedy Algorithms
- Backtracking
- Bit Manipulation
Additionally, it is important to have a strong understanding of computer science fundamentals such as Time and Space Complexity analysis, Big-O notation, and basic programming concepts such as memory management, I/O operations, etc.
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