Algorithms and Data Structures for Beginners

8h 22m 4s
English
Paid

Course description

Before starting the course, let’s go a little bit over what will be taught, who it is for and what you will need to succeed.

This course covers all of the fundamental data structures and algorithms required to succeed in technical interviews.

Who is this course for?

If you are someone who is a beginner, this course is for you. If you need a refresher, or are trying to switch careers, this course is also for you.

Content of the course

In technical interviews, you will be expected to code up an efficient algorithm, talk comfortably about the design, analysis and tradeoffs of a specific algorithm. Being able to succinctly perform these tasks in a timely fashion and communicate your ideas in a coherent manner is what can make the difference in thousands of dollars of compensation.

Topics Covered

  1. Arrays
  2. Linked Lists
  3. Recursion
  4. Sorting
  5. Binary Search
  6. Trees
  7. Backtracking
  8. Heap/Priority Queue
  9. Hashing
  10. Graphs
  11. Dynamic Programming
  12. Bit Manipulation

Let’s get started when you are ready.

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#1: 0. Introduction

All Course Lessons (35)

#Lesson TitleDurationAccess
1
0. Introduction Demo
00:50
2
1. RAM
05:51
3
2. Static Arrays
14:36
4
3. Dynamic Arrays
16:26
5
4. Stacks
04:27
6
5. Singly Linked Lists
11:50
7
6. Doubly Linked Lists
09:31
8
7. Queues
03:33
9
8. Factorial
11:08
10
9. Fibonacci Sequence
12:27
11
10. Insertion Sort
19:27
12
11. Merge Sort
21:49
13
12. Quick Sort
16:44
14
13. Bucket Sort
13:35
15
14. Search Array
15:32
16
15. Search Range
07:34
17
16. Binary Tree
11:12
18
17. Binary Search Tree
14:35
19
18. BST Insert and Remove
21:38
20
19. Depth-First Search
15:28
21
20. Breadth-First Search
11:24
22
21. BST Sets and Maps
05:50
23
22. Tree Maze
13:59
24
23. Heap Properties
14:07
25
24. Push and Pop
17:44
26
25. Heapify
14:35
27
26. Hash Usage
10:01
28
27. Hash Implementation
28:52
29
28. Intro to Graphs
22:03
30
29. Matrix DFS
21:53
31
30. Matrix BFS
13:44
32
31. Adjacency List
19:44
33
32. 1-Dimension DP
20:02
34
33. 2-Dimension DP
22:30
35
34. Bit Operations
17:23

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