Algorithms and Data Structures

26h 32m 19s
English
Paid
September 21, 2024

Studying algorithms and data structures can be a particularly useful field, as it touches on the very essence of programming: solving complex problems.

In this course, you will learn many important data structures and algorithms that will undoubtedly be useful throughout your career. Equally important, you will improve your skills in understanding, breaking down, and solving new problems, whether it is creating your own methods or using those you master in this course.

The course consists of a series of tasks for each topic. You should strive to solve each task, using ready-made solutions and additional explanations if necessary.

The course also includes seminars recorded with the participation of CS Primer students, which you can also watch, stopping and asking yourself the same questions that we discuss together. These seminars were usually recorded after students solved 1-2 tasks in the module, and their goal is to strengthen fundamental concepts and prepare you for more complex tasks.

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# Title Duration
1 001 Staircase ascent 31:07
2 002 Convert to Roman 18:20
3 003 Correct binary search 18:42
4 004 Splitting a chocolate bar 01:01:40
5 005 What a programmer can learn from Polya 14:06
6 006 Finding duplicates 34:24
7 007 Fizzbuzz sum 23:45
8 008 Just iterate 22:54
9 009 Analysis practice 01:25:55
10 010 The enormous difference between polynomial and exponential 07:50
11 011 Building an intuition for common running times 24:20
12 012 Best worst and average case 06:39
13 013 The benefits and pitfalls of asymptotic analysis 11:45
14 014 Big O big omega and big theta 07:13
15 015 Parenthesis match 39:51
16 016 Doubly linked list 49:35
17 017 Basic calculator 40:47
18 018 Practice using stacks 54:40
19 019 Hazards of using linkedlists 08:17
20 020 What is an abstract data type 06:16
21 021 Motivating stacks and queues and an intuition for when to use them 09:23
22 022 Motivating linked lists 04:15
23 023 Merge sort 01:15:56
24 024 Fast exponentiation 23:04
25 025 Quicksort 39:16
26 026 Divide and conquer intuition and convex hull problem 01:36:28
27 027 Process tree 01:08:54
28 028 Word ladder 01:27:36
29 029 Jug pouring 50:23
30 030 Knights tour 53:20
31 031 Maze solver 55:56
32 032 Trees graphs and flipping pancakes 01:25:31
33 033 Dijkstras algorithm and A search 37:18
34 034 Depth-first and breadth-first search 20:08
35 035 Helping Michael with Word Ladder analysis 25:18
36 036 House robber 47:19
37 037 Perfect squares 32:43
38 038 Minimal grid path 54:01
39 039 Edit distance 54:09
40 040 Introduction to dynamic programming 01:03:17
41 041 QA problem solving technique and wrapup 39:58

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