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دسته بندی دوره ها

Master Data Structures and Algorithms in Python

سرفصل های دوره

From Basic to Advanced Concepts, Practical Implementation and Problem Solving, Mastery of Data Structures and Algorithm


1. Array problems solving techniques with examples
  • 1.1 TimeComplexityProblems
  • 1. Time Complexity and Space Complexity Introduction
  • 2. Searching Algorithms Introduction & Implementation
  • 3. Segregation logic to Sort an array of 0s, 1s and 2s
  • 4. Merge Sort Implementation
  • 5. Maximum Value in an array of Increasing and Decreasing using Binary Search
  • 6. Digit rearrangement method to find next greater number with same set of digits
  • 7. Greedy Techniques to find minimum number of platforms
  • 8. Techniques to print matrix in spiral order without any extra space
  • 9. Count frequencies of array elements in O(n) time complexity
  • 10. Linear time approach to solve Stock Buy Sell Problem
  • 11. Merge sort method to Count inversion in an array
  • 12. Binary search method to find Median of two sorted Array
  • 13. Minimum Window Substring
  • 14. Search an element in a sorted and rotated array
  • 15. Segregation logic to Sort an array of 0s, 1s and 2s (Assigment)
  • 16. Techniques to print matrix in spiral order without any extra space (Assignment)
  • 17. Count frequencies of array elements in O(n) time complexity (Assignment)
  • 18. Remove Duplicate From String (Assignment)

  • 2. Binary Tree
  • 1. Binary Tree Traversal Implementation
  • 2. Binary Tree to Doubly Linked List Conversion
  • 3. Print all the boundary nodes of Binary Tree
  • 4. Diameter of Binary tree
  • 5. Print nodes at k distance from root
  • 6. Find All Nodes Distance K in Binary Tree
  • 7. Bottom View of Binary Tree
  • 8. Construct Tree from PostOrder
  • 9. Spiral Order of Binary Tree
  • 10. Print Left View of Binary Tree
  • 11. Binary Tree Reverse Level Order Traversal
  • 12. Serialize and Deserialize Binary Tree

  • 3. Linked List
  • 1. Add Number to Linked List
  • 2. Linked List Even and Odd List
  • 3. Flattering of LinkedList
  • 4. Linked List Palindrome
  • 5. Merge Sort for Linked Lists
  • 6. Rearrange Linked List
  • 7. Reverse K Linked List

  • 4. Heap SortHashing
  • 1. MinMax Heap Implementation
  • 2. Heapify operation implementation
  • 3. Four Sum Problem
  • 4. Median of running data streams problem
  • 5. Group Anagrams Together
  • 6. Design and implement LRU

  • 5. Recursion & Backtracking Concept and Implementation with Multiple Example
  • 1. Knight Walk Problem
  • 2. N Queen Problem
  • 3. Print all Permutations of a given String
  • 4. Print all possible words from phone digits
  • 5. Recursion & Backtracking Concept and Implementation with Multiple Example
  • 6. Implement pow(x, n)
  • 7. Rat Maze Problem
  • 8. Sudoku solving Problem - 2

  • 6. Graph
  • 1. Alien Dictionary
  • 2. Cycle Graph
  • 3. Package Dependency Problem Using Topological Sorting
  • 4. Breadth first search algorithm to find Number of IsLand in matrix
  • 5. Breadth first search algorithm to solve Rotten Orange Problem
  • 6. Breadth first search algorithm to solve snake ladder problem
  • 7. All Paths From Source to Target
  • 8. Topological sorting concepts and implementation
  • 9. Trie data Structure implementation
  • 10. Trie data Structure implementation
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    تاریخ انتشار: 29 خرداد 1402
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