Data Structures In Python Course Crack Coding Interviews

سرفصل های دوره

1 - Big O Notation

1 - Introduction to Big O Notation

2 - Linear Complexity On

3 - Constant Complexity O1

4 - Quadratic Complexity On2

5 - Logarithmic Complexity Ologn

6 - Constants in Big O

7 - Dominant and NonDominant Factors in Big O

8 - Complexities Comparison

2 - Linked Lists

9 - Introduction to Linked Lists

10 - Linked List Implementation

11 - Linked Lists Adding Elements

12 - Linked Lists Append Implementation

13 - Linked Lists Prepend Implementation

14 - Linked Lists Iterating

15 - Linked Lists Iterating Implementation

16 - Linked Lists Removing Elements

17 - Linked Lists Removing Elements Implementation

18 - Time Complexity of Linked Lists Operations

19 - When to Use Linked Lists

3 - Linked Lists Python BuiltIn Lists

20 - Introduction to Python BuiltIn Lists

21 - Creating Lists

22 - Iterating Lists

23 - Append

24 - Extend

25 - Insert

26 - Remove

27 - Pop

28 - Clear

29 - Count

30 - Reverse

4 - Stacks

31 - Introduction to Stacks

32 - Stack Implementation Stack and Node Classes

33 - Stack Implementation Push

34 - Stack Implementation Pop isEmpty

35 - Python BuiltIn List as Stack

5 - Queues

36 - Introduction to Queues

37 - Queue Implementation Queue and Node Classes

38 - Queue Implementation isEmpty

39 - Queue Implementation Enqueue

40 - Queue Imeplementation Dequeue

6 - Trees

41 - Introduction to Trees

42 - Binary Trees

43 - Binary Search Trees

44 - Binary Search Trees Insert Operation

45 - Binary Search Trees Class Implementation

46 - Binary Search Trees Insert Operation Implementation

47 - Binary Search Trees Search Operation Implementation

7 - Heaps

48 - Introduction to Heaps

49 - Heaps Insert

50 - Heaps Pop

51 - Heap Implementation

52 - Heap Implementation Insert Heapify Up

53 - Heap Implementation Pop

54 - Heap Implementation Heapify Down

8 - Hash Tables

55 - Introduction to Hash Tables

56 - Using Dictionaries as Hash Tables in Python

57 - Hash Tables Time Space Complexities

9 - Graphs

58 - Introduction to Graphs

59 - Graphs Adjacency Matrix

60 - Graphs Adjacency List

61 - Graph Implementation Class Constructor

62 - Graph Implementation Add Node

63 - Graph Implementation Add Edge

64 - Graph Implementation Remove Edge

65 - Graph Implementation Remove Node

66 - Graph Implementation Display

67 - Graph Time Space Complexities

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