Algorithms / Data structure topics

 Data Structures:

Arrays

Linked Lists

Stacks

Queues

Trees

Graphs

Hash Tables

Algorithms:

Sorting algorithms (e.g. bubble sort, insertion sort, quicksort, mergesort)

Searching algorithms (e.g. linear search, binary search)

Graph algorithms (e.g. depth-first search, breadth-first search, Dijkstra's algorithm)

Dynamic programming algorithms (e.g. knapsack problem, longest common subsequence)

Greedy algorithms (e.g. Kruskal's algorithm, Huffman coding)

Divide and conquer algorithms (e.g. binary search, merge sort)

Topics to learn in data structures and algorithms include:

Basic data structures: Arrays, linked lists, stacks, queues, trees, and graphs

Abstract data types: Priority queues, heaps, and hash tables

Sorting algorithms: Bubble sort, selection sort, insertion sort, quicksort, mergesort, and radix sort

Searching algorithms: Linear search, binary search, and hash tables

Graph algorithms: Depth-first search, breadth-first search, Dijkstra's algorithm, and Bellman-Ford algorithm

Dynamic programming algorithms: Knapsack problem, longest common subsequence, and Floyd-Warshall algorithm

Greedy algorithms: Kruskal's algorithm, Prim's algorithm, and Huffman coding

Divide and conquer algorithms: Binary search, merge sort, and quicksort



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