Data Structure & Algorithms Complete Course in Java

سرفصل های دوره

Master Data Structure & Algorithms Course For Cracking Coding Interviews for Top product-based Companies.

1. Array problems solving techniques with examples

1. Time Complexity and Space Complexity Introduction

2. Design a data Structure which support Insert delete, Random in O(1) time

3. Segregation logic to Sort an array of 0s, 1s and 2s

4. Merge Sort Introduction

5. Merge Sort Code Implementation

6. Linear time approach to solve jump game problem

7. Digit rearrangement method to find next greater number with same set of digits

8. Greedy Techniques to find minimum number of platforms

9. Print matrix in spiral order without any extra space

10. Count frequencies of array elements in O(n) time complexity

11. Linear time approach to solve Stock Buy Sell Problem

12. In-place matrix rotation by 90 degree problem

13. Array puzzle of solving celebrity problem

14. Next Permutation Problem

15. QuickSelect Algorithm to find the Kth smallest Element in array - 1

16. QuickSelect Algorithm to find the Kth smallest Element in array - 2

17. Binary search method to find square root of an element

18. Rain Trapping Problem

19. Merge sort method to Count inversion in an array

20. Binary search method to find Median of two sorted Array

21. Smallest window in a string containing all characters of another string - 1

22. Smallest window in a string containing all characters of another string - 2

2. Linked List problem

1. Linked List Creation Introduction

2. Single Linked List (Insertion, Search)

3. Double Linked List (Insertion, Search)

4. Flattering of LinkedList

5. Merge two Sorted Linked List

6. Sort Linked List using Merge Sort

7. Clone a Linked List

8. Reverse K Linked List

3. StackQueue Problems

1. Stack Operation Implementation

2. Queue Operation Implementation

3. Circular Queue Implementation

4. Histogram Problem

5. Stack that Supports getMin() in O(1)

6. Find Maximum size rectangle in Binary Sub-matrix

7. Sliding Window Problem using deque Data Structure

4. Binary Tree Problems

1. Binary Search Algorithm Introduction

2. Connect Nodes at Same level in a Binary Tree

3. Convert a Binary Tree to Doubly Linked List

4. Print nodes at k distance from root

5. Print all Nodes at Distance k from a given Node

6. Boundary Traversal of Binary Tree

7. Bottom View of Binary Tree

8. Construct Tree from PostOrder

9. Diameter of Binary tree

10. Left View of Binary Tree

11. Reverse level order Traversal of Binary Tree

12. Vertical sum of Binary Tree

13. Spiral Order of Binary Tree

14. Serialize and Deserialize a Binary Tree

15. Check if two N-ary trees are Mirror image or not

16. Maximum Path Sum in a Binary Tree

5. HashingHeap Sort

1. Heapify operation implementation

2. MinMax Heap Implementation

3. Group Anagrams Together

4. Find first non-repeating character from a stream of characters

5. Design and implement LRU

6. Four Sum Problem

7. Convert Number to Words Problems

8. Median of running data streams problem

9. Merge k Sorted arrays

6. Graph Algorithms & Application

1. Depth-first search method to find cycle in a graph

2. Topological sorting concepts and implementation

3. Find Number of IsLand in matrix

4. Dijkstra Algorithm explanation with example

5. Topological Algorithm to solve alien dictionary problem

6. Breadth first search algorithm to solve Rotten Orange Problem

7. Trie data structure approach to solve word boggle Problem

8. Breadth first search algorithm to solve snake ladder problem

9. Understanding Queue based approach to Jumping Number problem

10. Trie data Structure implementation

11. Type head suggestion problem

7. Backtracking Algorithm Explanation with Examples

1. N Queen Problem

2. Sudoku Solving Problem - 1

3. Sudoku solving Problem - 2

4. Print all Permutations of a given String

5. Rat Maze Problem

6. Knight Walk Problem

7. Implement pow(x, n)

8. Dynamic Programming tips and tricks with examples

1. How to Solve DP problems

2. Longest Common Subsequences

3. Edit Distance Problem

4. Coin Change Problem

5. Longest Palindrome Subsequences

6. Word Break Problem

7. Egg Dropping Problem

8. KnapSack Problems

9. Keystroke Problem

10. String interleave Problem

11. Partition Problem

12. Wild Card Problem

13. Matrix Path Problem

14. Climbing Stairs Problem

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