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Graph Algorithms for Technical Interviews – Full Course

Posted on June 21, 2022 By freeCodeCamp.org 29 Comments on Graph Algorithms for Technical Interviews – Full Course



Learn how to implement graph algorithms and how to use them to solve coding challenges.

✏️ This course was developed by Alvin Zablan from Structy. Check out Alvin’s channel: https://www.youtube.com/c/AlvinTheProgrammer

🔗 Learn data structures and algorithms: https://structy.net/

⭐️ Course Contents ⭐️
⌨️ (0:00:00) course introduction
⌨️ (0:02:23) graph basics
⌨️ (0:07:10) depth first and breadth first traversal
⌨️ (0:29:13) has path – https://structy.net/problems/has-path
⌨️ (0:42:11) undirected path – https://structy.net/problems/undirected-path
⌨️ (1:00:44) connected components count – https://structy.net/problems/connected-components-count
⌨️ (1:13:29) largest component – https://structy.net/problems/largest-component
⌨️ (1:24:03) shortest path – https://structy.net/problems/shortest-path
⌨️ (1:39:36) island count – https://structy.net/problems/island-count
⌨️ (1:58:52) minimum island – https://structy.net/problems/minimum-island
⌨️ (2:12:05) outro

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Comments (29) on “Graph Algorithms for Technical Interviews – Full Course”

  1. Alvin the Programmer says:
    June 21, 2022 at 1:20 pm

    Hey Programmers! Thanks for checking out the course and I hope you find it useful as you prepare for those tech interviews. If you enjoyed this content, be sure to check out Structy for more data structure and algorithm tutorials from me. Links in the description!

    There I cover all of the common interview topics and you can code along and run test cases directly on the platform. You'll also be able to find video walkthroughs for every problem in JavaScript and Python, (more language support coming soon!).

    Cheers!
    -Alvin

  2. Feng Liu says:
    June 21, 2022 at 1:20 pm

    Oh the keys being converted to string has to do with javascript preamptively assuming you want to work with it serialized and ready to go over the web as a json.

  3. Sushant Thakur says:
    June 21, 2022 at 1:20 pm

    Thanks!

  4. IntCoder says:
    June 21, 2022 at 1:20 pm

    You are the man!! Thanks for these tutorials!! The are great!!!

  5. Philip Debrah says:
    June 21, 2022 at 1:20 pm

    Awesome!

  6. iCH4N6 says:
    June 21, 2022 at 1:20 pm

    amazing video on graphs. Relearning graphs now and this has been very useful. Thank you!

  7. Ratheesh R says:
    June 21, 2022 at 1:20 pm

    Best crash course!

  8. Ratheesh R says:
    June 21, 2022 at 1:20 pm

    Best course!

  9. Ratheesh R says:
    June 21, 2022 at 1:20 pm

    Best Video!

  10. simonlchilds1 says:
    June 21, 2022 at 1:20 pm

    this is such a great video, thank you!

  11. spurthi rao says:
    June 21, 2022 at 1:20 pm

    Thanks for making the graph problems easy!

  12. Dev Jeff says:
    June 21, 2022 at 1:20 pm

    Thank you soooo much !!! You explained everything in a more simple and concise way !!!!

  13. A Little Coding says:
    June 21, 2022 at 1:20 pm

    really helpful

  14. Alaa Radwan says:
    June 21, 2022 at 1:20 pm

    this easy smooth explanation of graph is realy helpful , realy like it , thanks for your efforts

  15. Hasan says:
    June 21, 2022 at 1:20 pm

    Excellent explanation. Will implement these algorithms in Python for practice.

  16. kreo debunk says:
    June 21, 2022 at 1:20 pm

    on 2d grid, you can count islands more efficiently, with shallow algorithm. Found begin and end of island fragments for each row and then match rows of begins and ends

  17. Rob Malford says:
    June 21, 2022 at 1:20 pm

    Ah JavaScript; where const does not mean const at all and no one is really sure why it's even there.

  18. Mahabub Karim says:
    June 21, 2022 at 1:20 pm

    Why the time complexity is O(e) for has path, not O(V+E)??? 🤔🤔🤔, Explain please…

  19. Jimmy Bellmon says:
    June 21, 2022 at 1:20 pm

    So Breathe First Traverse is the Fibonacci 🤔👍🏾

  20. Vlad Davidescu says:
    June 21, 2022 at 1:20 pm

    Great explainer, the fact that this type of content is free is truly amazing

  21. gaurav sharma says:
    June 21, 2022 at 1:20 pm

    This is an amazing tutorial on graph theory!!!

  22. Priyanshu says:
    June 21, 2022 at 1:20 pm

    34:37 i think ther is 2n not n^2 and time complexity is n

  23. Symbol says:
    June 21, 2022 at 1:20 pm

    The best beginner graph tutorial.
    I always come back to this to refresh myself on graphs.

  24. Devendra Chauhan says:
    June 21, 2022 at 1:20 pm

    Really well explained 👍

  25. Jay P says:
    June 21, 2022 at 1:20 pm

    I learned more from this tutorial then all other tutorials that I watched combined. Great videos man!

  26. Jacob Moore says:
    June 21, 2022 at 1:20 pm

    For the shortest path algorithm, finding the length of the shortest path is helpful of course but shouldn't we be returning the path itself? That's arguably the most important feature.

  27. Sai Nagarjuna says:
    June 21, 2022 at 1:20 pm

    The best course for beginners

  28. Gagandeep singh Madaan says:
    June 21, 2022 at 1:20 pm

    Thanks so much for this open source video. Highly appreciate your efforts.
    Are there any further videos on Greedy Algorithms, Cyber security , BLE basics ?

  29. KFS says:
    June 21, 2022 at 1:20 pm

    Thanks to the first 30mins of this video alone I was able to extend the idea of adjacency lists and independently solve all the following problems on undirected graphs and grid graphs in just under a week's worth of practice

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