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[ FreeCourseWeb com ] Data Structures and Algorithms in Python (2024)
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1. Introduction
1. Why Should You Learn Data Structures and Algorithms .mp4
2. What are Data Structures .mp4
3. What are Algorithms .mp4
4. Information about the Course.mp4
10. Queues
1. Introduction to Queues.mp4
2. Queue Implementation Queue and Node Classes.mp4
2.1 queue_class.py
3. Queue Implementation isEmpty.mp4
3.1 queue_isempty.py
4. Queue Implementation Enqueue.mp4
4.1 queue_enqueue.py
5. Queue Imeplementation Dequeue.mp4
5.1 queue_dequeue.py
11. Queues Practical
1. Queue's Quiz.html
2. Leetcode Challenge - Implement Queue Using Two Stacks.html
3. Leetcode Challenge - Implement Queue Using Two Stacks Solution.mp4
3.1 QueueUsingStacks.py
12. Sets
1. Introduction to Sets.mp4
2. Creating and Initializing Sets.mp4
3. Set's Methods and Operations.mp4
4. Sets Big O.mp4
13. Sets Practical
1. Set's Quiz.html
2. Remove Duplicates.html
14. Trees
1. Introduction to Trees.mp4
2. Binary Trees.mp4
3. Complete Binary Trees.mp4
3. Complete Binary Trees.srt
4. Binary Search Trees.mp4
5. Binary Search Trees Insert Operation.mp4
6. Binary Search Trees Class Implementation.mp4
6.1 bst_class.py
7. Binary Search Trees Insert Operation Implementation.mp4
7.1 bst_insert.py
8. Binary Search Trees Search Operation Implementation.mp4
8.1 bst_search.py
15. Trees Practical
1. Tree's Quiz.html
2. Leetcode Challenge Search in a Binary Search Tree.html
3. Leetcode Challenge - Search in a Binary Search Tree Solution.mp4
3.1 search_bst.py
16. Heaps
1. Introduction to Heaps.mp4
2. Heaps Insert.mp4
3. Heaps Pop.mp4
4. Heap Implementation.mp4
4.1 max_heap_class.py
5. Heap Implementation Insert & Heapify Up.mp4
5.1 max_heap_insert_heapifyup.py
6. Heap Implementation Pop.mp4
6.1 max_heap_pop.py
7. Heap Implementation Heapify Down.mp4
7.1 max_heap_heapifydown.py
8. Using heapq as Minimum Heap in Python.mp4
9. Heap Operations Time Complexities.mp4
17. Heaps Practical
1. Heap's Quiz.html
2. Leetcode Challenge - Kth Largest Element in a Stream.html
3. Leetcode Challenge - Kth Largest Element in a Stream Solution.mp4
3.1 kth_largest_element.py
18. Hash Tables
1. Introduction to Hash Tables.mp4
2. Using Dictionaries as Hash Tables in Python.mp4
3. Hash Tables Time & Space Complexities.mp4
19. Hash Tables Practical
1. Hash Table's Quiz.html
2. Leetcode Challenge - 2 Sum.html
3. Leetcode Challenge - 2 Sum Solution.mp4
3.1 2Sum.py
2. Big O Notation
1. Introduction to Big O Notation.mp4
2. Linear Complexity - O(n).mp4
3. Constant Complexity - O(1).mp4
4. Quadratic Complexity - O(n^2).mp4
5. Logarithmic Complexity - O(logn).mp4
6. Constants in Big O.mp4
7. Dominant and Non-Dominant Factors in Big O.mp4
8. Complexities Comparison.mp4
20. Graphs
1. Introduction to Graphs.mp4
10. Graph Time & Space Complexities.mp4
2. Graphs Adjacency Matrix.mp4
3. Graphs Adjacency List.mp4
4. Graph Implementation Class & Constructor.mp4
4.1 graph_class.py
5. Graph Implementation Add Node.mp4
5.1 graph_add_node.py
6. Graph Implementation Add Edge.mp4
6.1 graph_add_edge.py
7. Graph Implementation Remove Edge.mp4
7.1 graph_remove_edge.py
8. Graph Implementation Remove Node.mp4
8.1 graph_remove_node.py
9. Graph Implementation Display.mp4
9.1 graph_display.py
21. Graphs Practical
1. Graph's Quiz.html
2. Code Exercise 1.html
22. Searching Algorithms
1. Linear Search.mp4
2. Linear Search Implementation.mp4
2.1 linear_search.py
3. Binary Search.mp4
4. Binary Search Implementation.mp4
4.1 binary_search.py
5. Searching Algorithms Big O.mp4
23. Searching Algorithms Practical
1. Searching Algorithm's Quiz.html
2. Coding Exercise 1.html
3. Coding Exercise 2.html
24. Sorting Algorithms
1. Bubble Sort.mp4
2. Bubble Sort Implementation.mp4
2.1 bubble_sort.py
3. Insertion Sort.mp4
4. Insertion Sort Implementation.mp4
4.1 insertion_sort.py
5. Selection Sort.mp4
6. Selection Sort Implementation.mp4
6.1 selection_sort.py
7. Merge Sort.mp4
8. Merge Sort Implementation.mp4
8.1 merge_sort.py
9. Sorting Algorithms Big O.mp4
25. Sorting Algorithms Practical
1. Sorting Algorithm's Quiz.html
2. Leetcode Challenge - Count Pairs Whose Sum is Less than Target.html
3. Leetcode Challenge - Cout Pairs Whose Sum is Less than Target Solution.mp4
3.1 pairs_whose_sum_less_than_target.py
26. Recursion
1. Introduction to Recursion.mp4
2. Call Stack.mp4
3. Recursion Example Factorial.mp4
4. Recursion Big O.mp4
27. Recursion Practical
1. Recursion's Quiz.html
2. Leetcode Challenge - Fibonacci Number.html
3. Leetcode Challenge - Fibonacci Number Solution.mp4
3.1 fibonacci.py
28. Tree Traversal
1. Introduction.mp4
2. Inorder.mp4
3. Inorder Implementation.mp4
3.1 inorder_traversal.py
4. Preorder.mp4
5. Preorder Implementation.mp4
5.1 preorder_traversal.py
6. Postorder.mp4
7. Postorder Implementation.mp4
7.1 postorder_traversal.py
8. Tree Traversal Big O.mp4
29. Tree Traversal Practical
1. Tree Traversal's Quiz.html
2. Leetcode Challenge - Range Sum of BST.html
3. Leetcode Challenge - Range Sum of BST Solution.mp4
3.1 range_sum_bst.py
3. Big O Notation Practical
1. Big O Notation's Quiz.html
2. Big O Calculation.html
30. Graph Traversal
1. Introduction.mp4
2. BFS.mp4
3. BFS Implementation.mp4
3.1 graph_bfs.py
4. DFS.mp4
5. DFS Implementation.mp4
5.1 graph_dfs.py
6. Graph Traversal Big O.mp4
31. Graph Traversal Practical
1. Graph Traversal's Quiz.html
2. Leetcode Challenge - Find if Path Exists in Graph.html
3. Leetcode Challenge - Find if Path Exists in Graph Solution.mp4
3.1 valid_path.py
32. Conclusion
1. Final Thoughts.mp4
4. Linked Lists
1. Introduction to Linked Lists.mp4
10. Time Complexity of Linked Lists Operations.mp4
11. When to Use Linked Lists.mp4
2. Linked List Class Implementation.mp4
2.1 linked_list_class.py
3. Linked List Add Element.mp4
4. Linked List Append Implementation.mp4
4.1 linked_list_class_append.py
5. Linked List Prepend Implementation.mp4
5.1 linked_list_prepend.py
6. Linked List Iterating.mp4
7. Linked List Iterating Implementation.mp4
7.1 linked_list_iterate.py
8. Linked List Removing Elements.mp4
9. Linked List Removing Elements Implementation.mp4
9.1 linked_list_remove.py
5. Linked Lists Practical
1. Linked List's Quiz.html
2. Leetcode Challenge - Reverse Linked List.html
3. Leetcode Challenge - Reverse Linked List Solution.mp4
3.1 reverse_list.py
4. Leetcode Challenge - Middle of the Linked List.html
5. Leetcode Challenge - Middle of the Linked List Solution.mp4
5.1 middle-of-linked-list.py
6. Linked Lists Python Built-In Lists
1. Creating Lists.mp4
10. Reverse.mp4
2. Iterating Lists.mp4
3. Append.mp4
4. Extend.mp4
5. Insert.mp4
6. Remove.mp4
7. Pop.mp4
8. Clear.mp4
9. Count.mp4
7. Python Built-In Lists Practical
1. Coding Exercise 1.html
2. Coding Exercise 2.html
8. Stacks
1. Introduction to Stacks.mp4
2. Stack Implementation Stack and Node Classes.mp4
2.1 stack_class.py
3. Stack Implementation Push.mp4
3.1 stack_push.py
4. Stack Implementation Pop & isEmpty.mp4
4.1 stack_pop_isempty.py
5. Python Built-In List as Stack.mp4
9. Stacks Practical
1. Stack's Quiz.html
2. Reverse String using a Stack.html
3. Leetcode Challenge - Valid Parentheses.html
4. Leetcode Challenge - Valid Parentheses Solution.mp4
4.1 ValidPatentheses.py
Bonus Resources.txt
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