DSA in Python Full Course in 20 Hours (Beginners to Pro) | Learn Data Structures and Algorithms 2025

DSA in Python Full Course in 20 Hours (Beginners to Pro) | Learn Data Structures and Algorithms 2025

WsCube Tech is a Vernacular Upskilling platform revolutionizing the way you learn and develop your career skills.🚀

Timestamps:

00:00:00 Data Structures and Algorithms with Python Introduction
00:45:05 What is Data Structure?
01:32:55 What is an Algorithm?
02:14:19 What is Pseudocode?
02:41:25 What is a Flowchart?
03:07:28 What is UML?
03:49:56 Why are Data Structures and Algorithms important?
04:16:36 Data and Data Structure
04:46:40 Classification of Data Structures
05:17:32 Properties of Data Structure
05:43:37 Data Type and user-defined data type
06:16:08 Data Type and user-defined data type 2-
06:39:06 Abstract Data Type(ADT)
07:27:14 Analysis of algorithms
08:23:17 How to analyze complexity
08:43:51 Experimental Study of Time Complexity in Python
09:04:38 Experimental Study of Space Complexity in Python
09:18:29 Experimental Study of Time and Space Complexities on Jupyter Notebook"
09:28:14 Functional Study of Time Complexity
09:47:54 Functional Study of Space Complexity
10:02:11 Order of Growth
10:24:50 Asymptotic Analysis And Asymptotic Notation
10:51:06 Asymptotic Analysis with Best,avg and worst case
11:16:36 Asymptotic Notations-1
11:43:02 Asymptotic Notations-2
12:08:31 Example of Big-O Complexities
12:24:32 Complexity of Code-1
12:52:59 Complexity of Code-2
13:28:20 TimeSpace Trade-Off
13:57:58 Data Structure in Python
14:24:46 Concept of Data Structure
14:47:26 Array Data Structure
15:15:14 Array AND Memory
15:47:00 What is Array?
16:08:23 Why We Need of Array
16:26:59 Low-Level Array and Referential array
16:51:28 Array vs List
17:07:28 Array ADT
17:37:04 Implementation of Array
18:06:31 Implementation of Array: array() constructor
18:33:35 Implementation of Array: Important Points
18:58:50 Accessing Python Array Elements
19:28:25 Slicing in Array
19:52:20 Updating an Array & Adding elements
20:20:26 Removing Elements From Array
20:42:33 Searching and Sorting in Array

WsCube Tech stands out as a leading EdTech platform, offering comprehensive education in Full Stack Web Development, WordPress, and various Web Development skills. Our approach involves both online and classroom training, featuring hands-on projects delivered practically by seasoned industry experts.

With WsCube Tech, you'll gain hands-on skills that make you globally competitive. Our courses are designed to prepare over 100 million career aspirants for the 'Bharat' of the future. 😊

Watch Now our Trending Web Development Playlist & Videos:
👉 Complete HTML & CSS Course (Beginners to Advanced)
👉 JavaScript Full Course [FREE]

For any queries, call us on: [phone]

✅ CONNECT WITH THE FOUNDER (Mr. Kushagra Bhatia) -

Connect with WsCube Tech on social media for the latest offers, promos, job vacancies, and much more:

--------------------------------------| Thanks |---------------------------
#dsa #datastructuresandalgorithms #datastructures #python

[bhaveshvaishnav]

00:00 Intro
02:04 Start
18:51 About
32:47 Prerequisites
36:10 Syllabus
40:31 What you will learn?
45:00 What is data structure?
1:32:52 What is algorithm?
1:56:25 Properties of algorithms
2:14:17 Pseudocode
2:31:30 Example pseudocode
2:41:23 What is flowchart?
2:52:25 Symbols in flowchart
3:07:26 What is UML?
3:34:40 Types of UML Diagram
3:42:24 Example of UML
3:48:42 Tools in UML
3:49:54 Why are DSA important?
4:16:34 Data and Data structure
4:30:46 Concept of Data
4:46:38 Classification of data structure
5:17:30 Properties of Data structure
5:24:04 Liner and non linear data structure
6:16:06 Data type and user defined Data type 2
7:27:12 Algorithm analysis
7:55:20 Time Complexity
8:09:32 Space complexity
8:23:15 How to analyze complexity
8:43:52 Experimental study of time complexity in python
9:04:39 Experimental study of space complexity in python
9:28:13 Functional study of Time complexity
10:51:04 Asymptotic analysis


13:58:47 Data structure in python
14:25:37 Concept of Stack ADT
13:48:17 Array
16:27:57 Low level Array and Referential Array
17:38:06 Implementation of Array

Completed (Please do not copy my comment its my hard work).
Previously I post this type of time in data analysis video someone copy comment and paste.

[MaazAkhtarKhattak]

Really impressed by teaching skills of the Instructor.
Well explanation ❤❤❤❤
So much Love from 🇵🇰 to Instructor and WSCube Team
Thanks alot for bringing this beautiful course.

[dharaneshreddy]

For working professionals, this will be a great resource for transitioning from testing department to development department as an SDE an complete 10 basic projects and 10 more projects based on HTMl, CSS, PYThon, REST APis. I hope this helps. Its very helpful to upskill myself and move into development department

[anishdebnath]

This is best DSA course I have seen. Thank you for such a wonderful class.
If possible give us part-II of this
❤❤❤❤

[BuzyWithPriyanshu]

1:15:50 what a dedication itne pasine m bhi bina ruke or jhijke usi pase m pdha rhe.

Hats off to ypi sir

Thank you. ❤❤

[manpreetsingh]

bro this video is treasure for real. the way sir explain is mind blowing and for me DSA became so easy

[nuradad]

your teaching is excellent sir thank you so much.I dont know PYTHON so i want to learn first PYTHON before watching this video so please upload one more video on PYTHON and only your lecture.

[pretkum]

Please sir give part 2 video soon, it's very useful to clear my all basic questions and understanding DSA... Thanks sir a lot

[mandaashishAR]

If you want for the first time you will face difficulty but keep going...watch two time and write one time ....

[inshaful]

wonder full class.... it will be led the Indian students to high level

[sonalimalakar]

Awesome explanation sir .. thank you so much for giving a detailed info on this topic.

[shwetagupta]

Thanks for teaching us in a good way .can i know when you publish a next part DSA part 2.

[FDw-qd]

Very good and In depth cousre,
Sir please lauch second part of the course as soon as possible🎉❤

[virtuallearningacademy]

Thank you so much ❤ please upload Part 2?

[MadhavSharma-tiku]

Thank u sir...💖✨
for this wonderful course on DSA...😃

[Demonkinggonpachiro]

Thank you so much sir for this video, really waiting for Python with DSA from a very long time ! 😇😇😇

[sagarjadhav]

Before starting people should note couple of things.
Python is very very slow compared to Java or C or C++ because its an 'Interpreted' language Not Compiled one.
Python is mostly used in AI/ML, Data related work, Scripting, Automation, so if you want to crack interviews in Big Tech MNCs, Enterprises then go with Java, since its preferred by them.
Since python is not Statically typed & the syntax is pretty short & concise compared to Java its a good language to 'Start learning coding' with.

[rupesh_kumar_mistri]

00:01:00 introduction
01:33:00
02:14:00
02:41:25 what is flowchart
03:07:30 what is UML
3:49:55 why are dsa important

[Shiva_]

Sir completed part 1 but now please upload part 2 because i have less time for my preparation for placement

[sambitmallik]

Kindly launch part -2, with full course ❤❤❤