Data Structures and Algorithms in Python – Full Course for Beginners
A beginner-friendly introduction to common data structures (linked lists, stacks, queues, graphs) and algorithms (search, sorting, recursion, dynamic programming) in Python. This course will help you prepare for coding interviews and assessments.
? Course website:
✏️ Created by Aakash N S, founder and CEO of Jovian.
⭐️ Course Lessons with Code ⭐️
? Lesson 1 – Binary Search, Linked Lists and Complexity
? Linear and Binary Search:
? Problem Solving Template:
? Linked Lists in Python:
? Assignment 1 – Binary Search Practice
? Starter Notebook:
? Lesson 2 – Binary Search Trees, Traversals and Recursion
? Binary Search Trees in Python:
? Problem Solving Template:
? Linked Lists in Python:
? Assignment 2 – Hash Tables and Python Dictionaries
? Starter Notebook:
? Lesson 3 – Sorting Algorithms and Divide & Conquer
? Sorting and Divide & Conquer:
? Problem Solving Template:
? Assignment 3 – Divide and Conquer Practice
? Starter Notebook:
? Lesson 4 – Recursion and Dynamic Programming
? Problem-solving template:
? Dynamic Programming problems:
? Lesson 5 – Graph Algorithms (BFS, DFS & Shortest Paths)
? Graphs and Graph Algorithms (Starter Notebook):
? Project – Step-by-Step Solution to a Programming Problem
? Starter Notebook:
? Lesson 6 – Python Interview Questions, Tips & Advice
? Problem solving template:
? Coding problem 1:
? Coding problem 2:
⭐️ Course Contents ⭐️
⌨️ (00:00:00) Introduction
⌨️ (00:01:43) Binary Search Linked Lists and Complexity
⌨️ (00:03:43) Introduction
⌨️ (00:08:35) Problem
⌨️ (00:12:17) The Method
⌨️ (00:13:55) Solution
⌨️ (00:50:52) Complexity and Big O notation
⌨️ (01:24:57) Binary Search vs Linear Search
⌨️ (01:31:40) Generic Binary Search
⌨️ (01:40:08) Summary and Conclusion
⌨️ (01:44:30) Assignment Walkthrough
⌨️ (01:45:05) Introduction
⌨️ (01:50:01) Problem- Rotated Lists
⌨️ (01:53:02) The Method
⌨️ (01:54:03) Solution
⌨️ (02:30:47) Summary and Conclusion
⌨️ (02:33:29) Binary Search Trees Python Tutorial
⌨️ (02:34:41) Introduction
⌨️ (02:37:36) Problem
⌨️ (02:38:40) The Method
⌨️ (03:13:58) Binary tree
⌨️ (03:27:16) Traversing Binary Tree
⌨️ (03:36:10) Binary Search Tree
⌨️ (04:22:37) Self-Balancing Binary Trees and AVL Trees
⌨️ (04:26:27) Summary and Conclusion
⌨️ (04:30:33) Hash Tables and Python Dictionaries
⌨️ (04:31:09) Introduction
⌨️ (04:34:00) Problem
⌨️ (04:40:28) Data List
⌨️ (04:42:52) Hash Function
⌨️ (04:54:52) Basic Hash Table Implementation
⌨️ (05:03:07) Handling Collisions with Linear Probing
⌨️ (05:09:24) Summary and Conclusion
⌨️ (05:16:47) Sorting Algorithms and Divide & Conquer
⌨️ (05:17:48) Introduction
⌨️ (05:20:19) Problem
⌨️ (05:21:27) The Method
⌨️ (06:40:49) Custom Comparison Functions
⌨️ (06:48:53) Summary and Conclusion
⌨️ (06:54:57) Recursion Memoization & Dynamic Programming
⌨️ (06:56:37) Introduction
⌨️ (07:00:04) Problem
⌨️ (07:04:28) The Method
⌨️ (07:06:21) Solution
⌨️ (08:06:13) Knapsack Problems
⌨️ (08:08:48) The Method
⌨️ (08:09:24) Solution
⌨️ (08:43:26) Summary and Conclusion
⌨️ (08:44:05) Graph Algorithms BFS, DFS & Shortest Paths
⌨️ (08:45:02) Introduction
⌨️ (08:51:00) Graph Data Structure
⌨️ (09:15:57) Graph Algorithms – Breadth-First Search
⌨️ (09:37:28) Depth-First Search
⌨️ (10:08:26) Shortest Paths
⌨️ (10:40:39) Summary and Conclusion
⌨️ (10:42:21) Python Interview Questions Tips & Advice
⌨️ (10:43:09) Introduction
⌨️ (10:44:08) The Method
⌨️ (10:47:10) Solution
⌨️ (12:30:51) Summary and Conclusion
Thanks Beau and FreeCodeCamp for featuring us on the channel!
We had a lot of fun creating this course on data structures & algorithms in Python, and we hope you find it useful!
Check out other free courses on our website: https://www.jovian.ai
Watch data science tutorials on our YouTube channel: https://youtube.com/jovianml
Thanks for the awesome Tutorial. As a beginner in Python, I have been familiarizing myself with the syntax, so I could understand
Hello, can you please clarify that a beginner should watch python programming first or this one or simultaneously?
I felt saved and blessed when I heard an Indian voice.
@Channel Rex coding problems ?
Geeks , spoj, Leetcode, codechef , hackerearth etc
Can I still earn the certificate after completion of this course….??
⭐️ Course Contents ⭐️
⌨️ (00:00:00) Introduction
⌨️ (00:01:43) Binary Search Linked Lists and Complexity
⌨️ (00:03:43) Introduction
⌨️ (00:08:35) Problem
⌨️ (00:12:17) The Method
⌨️ (00:13:55) Solution
⌨️ (00:50:52) Complexity and Big O notation
⌨️ (01:24:57) Binary Search vs Linear Search
⌨️ (01:31:40) Generic Binary Search
⌨️ (01:40:08) Summary and Conclusion
⌨️ (01:44:30) Assignment Walkthrough
⌨️ (01:45:05) Introduction
⌨️ (01:50:01) Problem- Rotated Lists
⌨️ (01:53:02) The Method
⌨️ (01:54:03) Solution
⌨️ (02:30:47) Summary and Conclusion
⌨️ (02:33:29) Binary Search Trees Python Tutorial
⌨️ (02:34:41) Introduction
⌨️ (02:37:36) Problem
⌨️ (02:38:40) The Method
⌨️ (03:13:58) Binary tree
⌨️ (03:27:16) Traversing Binary Tree
⌨️ (03:36:10) Binary Search Tree
⌨️ (04:22:37) Self-Balancing Binary Trees and AVL Trees
⌨️ (04:26:27) Summary and Conclusion
⌨️ (04:30:33) Hash Tables and Python Dictionaries
⌨️ (04:31:09) Introduction
⌨️ (04:34:00) Problem
⌨️ (04:40:28) Data List
⌨️ (04:42:52) Hash Function
⌨️ (04:54:52) Basic Hash Table Implementation
⌨️ (05:03:07) Handling Collisions with Linear Probing
⌨️ (05:09:24) Summary and Conclusion
⌨️ (05:16:47) Sorting Algorithms and Divide & Conquer
⌨️ (05:17:48) Introduction
⌨️ (05:20:19) Problem
⌨️ (05:21:27) The Method
⌨️ (06:40:49) Custom Comparison Functions
⌨️ (06:48:53) Summary and Conclusion
⌨️ (06:54:57) Recursion Memoization & Dynamic Programming
⌨️ (06:56:37) Introduction
⌨️ (07:00:04) Problem
⌨️ (07:04:28) The Method
⌨️ (07:06:21) Solution
⌨️ (08:06:13) Knapsack Problems
⌨️ (08:08:48) The Method
⌨️ (08:09:24) Solution
⌨️ (08:43:26) Summary and Conclusion
⌨️ (08:44:05) Graph Algorithms BFS, DFS & Shortest Paths
⌨️ (08:45:02) Introduction
⌨️ (08:51:00) Graph Data Structure
⌨️ (09:15:57) Graph Algorithms – Breadth-First Search
⌨️ (09:37:28) Depth-First Search
⌨️ (10:08:26) Shortest Paths
⌨️ (10:40:39) Summary and Conclusion
⌨️ (10:42:21) Python Interview Questions Tips & Advice
⌨️ (10:43:09) Introduction
⌨️ (10:44:08) The Method
⌨️ (10:47:10) Solution
⌨️ (12:30:51) Summary and Conclusion
Really need this.
,,
The unsung hero
❤️
Thanks a lot broda……
This is great. I did the MIT Online Introduction to Computation and Programming using Python course and am currently working to build my freelance business. This will be a major boost. Thank you.
Do you have a link to your business or a social media?
@prathosh Kumar course is 6.001 and 6.002
How to get mit online introduction python course?
Hii i also want to build my freelance business can u help me
What type of freelance business?
Excellent Course! Subject matter and contents are clearly articulated and easy to follow. I’ve learned a lot. Thank you!
Brilliant course. Hits the nail on the head. Aakash you are such a good teacher. Hats off to you.
Exactly what I needed and precisely when I needed it. My excitement is immeasurable and my day is saved. Thank you!
How far did u reach?
‘My excitement is immeasurable and my day is saved.’
lol i see what you did there.
These guys are really great I completed their data analysis and machine learning course.
I am looking forward to complete their Deep learning course too
Thank you very much Jovian and freecodecamp
Can you write your review about the same ?It would be really helpful. Thanks
Could you share that DA ML course link??
Was it from Jovian or Freecodecamp?
And how was it?
Oh my God.
That’s exactly what I needed! I just started watching your Data Structures Course, but I wanted it to be Python-related. So here we go! 12 hours of free high-quality content.
Thank you.
@Yadhu Krishna it’s 6 hours if you watch in 2x
Do i really need to know vector or other high school maths cuz I only know polynomial
@Raja Ranjith it’s better to learn python basics for one week and then try learning OOPS and finally you can jump on this
should I first watch python programming video, or this one?
@ (* ^ ω ^) Hey !!! Is it worth cracking the tests of big product based companies and practise on leetcode ?
30 mins and I am already in love with this course . Thank you akash for your efforts to help us. The way you explained to approach a problem was absolutely great
A good substitute for the hashing function is just the “hash()” function in python since it uses a collision free algorithm called siphash.
Thank you man ??
Oh wow this is just what I needed. Every time im studying something new you upload it within a day I swear this channel is a miracle and a gift from god. Thank you!
Literally?
Finally I found this with python thanks so much for your efforts this is literally a treasure ♥️♥️
Super appreciating this video. Just what I have looking for ??
These people are my heroes…free learning with superb contnt.Thanku so much aakash and freecodecamp for such a great course.
Free course is always beat source to learn technology for complete beginners. Thanks for the video?
Thank you for the video! Thank you for walking through the steps for merge sort and quick sort!
You deserve 100 million views. ❤
Thanks a lot for your great efforts.
Thanks for all the documentation! its such a clear master piece!
What a course ! Thank you a lot !!
Pongan subtitulos en “Español latino” me interesa tomar unos de sus cursos!!