Introduction to Data Structures and Algorithms -By Animation udemy course free download

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Description:

In this course, you will learn about the most popular topics corresponding to data structures and algorithms through live animation. The data structure is the key component of Computer Science and is used in the areas of artificial intelligence, operating systems, graphics, etc. This course aims to turn complexity into simplicity via illustrations and live animation. Visualization of data structures is provided for the most popular topics, such as queue, stack, linked list, recursion, and recursive function, graphs, trees, heap data structure, sorting algorithms, searching algorithms, hash function, and hash table. This course is provided for anyone who is interested in data structure and algorithms. All sorting and searching algorithms are covered by the implementation. The main programming language is based on Python. However, very basic knowledge about programming skills is required, and this knowledge is only required for sorting and searching algorithms in which they are discussed with Python programming language. All lectures are discussed from scratch, and don't be afraid if you think your knowledge is not enough for this course. In fact, both implementation and illustrations are discussed in a simple manner. I hope you enjoy this course.

The most popular topics that are covered are:

  1. Arrays

  2. Queue

  3. Stack

  4. Linked List

  5. Recursion

  6. Graph Theory

  7. Spanning Trees

  8. Minimum Spanning Trees (Prim's and Kruskal's)

  9. Graph Traversal (BFS and DFS)

  10. Sorting Algorithms

  11. Searching Algorithms

  12. Heap Data Structure

  13. Introduction to Trees

  14. Binary Search Trees (BST)

  15. Tree Traversal (Preorder, Inorder, Postorder)

  16. The hash function and Hash Table

Do not hesitate to ask if you have any questions.

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