Community Detection : Data Science Concepts

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  • เผยแพร่เมื่อ 19 ธ.ค. 2024

ความคิดเห็น • 36

  • @treelight1707
    @treelight1707 3 ปีที่แล้ว +18

    I am absolutely excited about having more graph algos. They're not covered that much elsewhere, and specially their applications. Thanks a gazillion times.

  • @jamescheung7494
    @jamescheung7494 ปีที่แล้ว +1

    Clear and Smooth Explanation! Thanks

  • @ibowman_UCLA_BRAIN
    @ibowman_UCLA_BRAIN ปีที่แล้ว +1

    Wow! Brilliant presentation and specifically impressed with how smoothly you do interactive coding.

    • @ritvikmath
      @ritvikmath  ปีที่แล้ว +2

      Glad you liked it!

  • @TawhidShahrior
    @TawhidShahrior 2 ปีที่แล้ว +5

    Hey man just wanted to say that you are doing such a FINE job. Your channel deserves atleast 10 million more subscribers. You have helped me in my data science msc in ways you will probably never even know. Thank you from the bottom of my heart brother. God bless.

  • @zsoltczinege3014
    @zsoltczinege3014 3 ปีที่แล้ว +4

    Great video! Would be happy to see more on graphs.
    One quick tip: When you are only copying one line in the notebook, you don't need to highlight the line. Just hit cmd+c (ctrl+c) and it copies the whole line of the cursor.

  • @willykitheka7618
    @willykitheka7618 3 ปีที่แล้ว +1

    You're a damn good teacher...I accept...I watch you're videos to clear my cobwebs

  • @duynguyen4154
    @duynguyen4154 ปีที่แล้ว

    Love this video, it's so easy to adapt the theory and practical implementation. Thanks

  • @prateekyadav9811
    @prateekyadav9811 ปีที่แล้ว

    Excellent demonstration. Not a word wasted, many thanks!

  • @teguaycogutierrezgonzalez8802
    @teguaycogutierrezgonzalez8802 3 ปีที่แล้ว +1

    How awesome and clean your explanations are. Thanks a lot for this video!

  • @garyboy7135
    @garyboy7135 ปีที่แล้ว

    Love to learn more about Lounvain method!

  • @doctor_no_
    @doctor_no_ ปีที่แล้ว

    Hi, thank you very much for this clear explanation!

  • @Nurj81
    @Nurj81 ปีที่แล้ว

    Thank you! It was hard to read and understand but your video helped immensely! Excellent!

  • @shemmo
    @shemmo 3 ปีที่แล้ว

    Keep making vids like these on graph topic, thanks

  • @MayorInnaGurung
    @MayorInnaGurung ปีที่แล้ว

    please do more on network analysis. I only understood what you taught!!

  • @engmoha80
    @engmoha80 8 หลายเดือนก่อน

    Very good video and a nice easy well explained code

    • @ritvikmath
      @ritvikmath  8 หลายเดือนก่อน

      Glad you liked it

  • @anoushkagade8091
    @anoushkagade8091 2 ปีที่แล้ว

    Brilliant tutorial! Thank you so much!

  • @TJ.1236
    @TJ.1236 3 ปีที่แล้ว

    Thanks for your video. It was really helpful

  • @MrMoore0312
    @MrMoore0312 3 ปีที่แล้ว

    Great introduction to community detection! Can you do this with matrices or on vectorized linear combinations of data? Would multiclass logistic regression work to the same effect? I'll look up the algorithm you used, but if so, it would be cool to hear the tradeoffs of going for similar objectives by different approaches from you. Admittedly, I have not seen all of your videos so apologies if I have missed that content elsewhere.
    You made everything plain enough for me to translate into base R. I love the code with me! I don't know a bunch of the python language so I appreciate seeing how easy it flows with certain data science tasks.
    Great job nailing down such a clever, applicable technique. Data science is 40% these clever approaches (from an outsider looking in), and constantly seeing these new approaches/objectives from you is fun, motivating and very rewarding.
    Thanks for your work!

  • @oulhissanelynda820
    @oulhissanelynda820 3 ปีที่แล้ว +2

    J'adore tes vidéos merci

    • @ritvikmath
      @ritvikmath  3 ปีที่แล้ว

      Merci beaucoup!!

  • @MorganWills-om6dr
    @MorganWills-om6dr 7 หลายเดือนก่อน

    Thanks so much! What do you think about the SLPA algorithm? Would be cool to see a video about that :)

  • @nmaz8818
    @nmaz8818 3 ปีที่แล้ว +1

    Thank you it was really helpful. Could you please make video about community detection using link prediction?

  • @darshansolanki5535
    @darshansolanki5535 3 ปีที่แล้ว +1

    Is it something related to finding critical connections in a network? Like connected components stuff

  • @taitai645
    @taitai645 3 ปีที่แล้ว

    Très intéressant votre chaîne

  • @MayorInnaGurung
    @MayorInnaGurung ปีที่แล้ว

    quality Contttttttttent!! thankyou

  • @epicenjoy2331
    @epicenjoy2331 2 ปีที่แล้ว

    thank you but the question was haw to get list of communities as show on the graph !?

  • @renaspersonal9854
    @renaspersonal9854 ปีที่แล้ว

    Hey great content! I’d like to see how you would cluster a really big highly connected graph where deleting one edge would not cut it into meaningful groups

    • @renaspersonal9854
      @renaspersonal9854 ปีที่แล้ว

      Also interested in clustering where a node can appear in more than one cluster I’m looking into cliques in a graph for this. If you have any content on these I will definitely watch!

  • @emmamovsesyan
    @emmamovsesyan 2 ปีที่แล้ว

    Thank you so much!

  • @vishwajeetjangra3390
    @vishwajeetjangra3390 3 ปีที่แล้ว

    Really helpful video

  • @nkunam
    @nkunam 3 ปีที่แล้ว

    great video. I wonder what really motivates you to make these videos?

  • @maalpetta
    @maalpetta 2 ปีที่แล้ว

    Is it possible to apply this approach to bi-graphs?

  • @Septumsempra8818
    @Septumsempra8818 3 ปีที่แล้ว

    How does one measure "closeness" in a network?
    s/o from South Africa