Support Vector Machine (SVM) in 2 minutes

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  • čas přidán 8. 09. 2021
  • 2-Minute crash course on Support Vector Machine, one of the simplest and most elegant classification methods in Machine Learning. Unlike neural networks, SVMs can work with very small datasets and are not prone to overfitting.
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    This video would not have been possible without the help of Gökçe Dayanıklı.
  • Věda a technologie

Komentáře • 231

  • @amannagarkar
    @amannagarkar Před 2 lety +408

    I understood in 2 minutes what i couldn't in two hours. Thank you for such a great video!

  • @masrafibinseraj
    @masrafibinseraj Před 6 měsíci +26

    Me watching 2 minute video in 2x speed to understand SVM in 1 minute.. wooah..!

  • @baronvonherzenberger2473
    @baronvonherzenberger2473 Před 2 lety +17

    Great video!!! Right to the point, no fillers. Thanks a lot!

  • @wick_bourne
    @wick_bourne Před 2 lety +50

    I don't think, anything could have been much simpler and more fun to learn than this video. Cheers! Can you also make a video of Support vector regression?

  • @jannik207
    @jannik207 Před rokem +5

    Probably the best explanation I found on SVM so far. Great job!

  • @julianzuyeri2435
    @julianzuyeri2435 Před rokem +3

    In 2 minutes, you explained to my understanding a concept I've been trying to understand in the last 3months. Thumps up man

  • @rajbagi2002
    @rajbagi2002 Před rokem +5

    HATS OFF FOR THE TIME AND EFFORT PUT IN MAKING THE ANIMATION!!
    It literally would take me 3-4 days, maybe more (not working continuously) to achieve that perfect animation.

  • @aayushjariwala6256
    @aayushjariwala6256 Před 2 lety +7

    As 2 minute video, we would also expect detailed explanation videos with this clarity and visualizations. Loved your video so much and hoping you will get more views and subscribers!!!

  • @deepthireddy3267
    @deepthireddy3267 Před rokem +3

    Many tutorials are needed in visual representations for easy understanding. We are tired of assuming 2D, 3D dimensions. Learning is easy this way, won't forget in life time. GreatWork!

  • @scotthalpern5631
    @scotthalpern5631 Před rokem +1

    This may be the most informative 2 minute video I've ever seen. The complexity of the topic to time taken to explain ratio is very high.

  • @ssundi
    @ssundi Před 7 měsíci

    A Simple and effective presentation of SVM. Thanks Man. God bless you.

  • @thelinuxmann4659
    @thelinuxmann4659 Před 2 lety +11

    You and Ahmad Bazzi are my goto channels

  • @karllundgren
    @karllundgren Před 2 lety

    Tremendous quality-videos! Thank you! Hoping to see your channel grow!

  • @iamajaynair
    @iamajaynair Před 5 měsíci

    Short. Simple. Concise. Thanks Bud!

  • @esmfamil5086
    @esmfamil5086 Před měsícem

    Just what I needed damn. I rarely come across quality videos like this nowadays. Keep it up

  • @anandbihari3135
    @anandbihari3135 Před 2 lety

    Wow the way u explained this was top notch… loved it thank you

  • @popomu90
    @popomu90 Před 2 lety

    you are crazy this is crazy my whole half of spring semester saved with this video

  • @awaisahmad5908
    @awaisahmad5908 Před 2 lety +4

    Such a great demonstration.
    Saved a lot of time to understand the important concepts through visualization.

  • @avtaras
    @avtaras Před 3 měsíci

    Wow this was unbelievably concise. Thank you so much!

  • @a_curious_sid
    @a_curious_sid Před rokem

    Well explained in such short duration.
    Thanks!

  • @vijayhn1366
    @vijayhn1366 Před 7 měsíci

    Very good animated explanation! Thanks !

  • @GateAyush
    @GateAyush Před rokem

    This is the best explanation of the SVM.

  • @kodirovsshik
    @kodirovsshik Před 2 lety

    I'm glad I've randomly stumbled upon your channel ngl, these videos look really well made and are easy to get a grasp of

    • @VisuallyExplained
      @VisuallyExplained  Před 2 lety +1

      Thanks, I appreciate that. That was the goal of this videos.

  • @Deepak61900
    @Deepak61900 Před rokem

    hats off for brevity and clarity

  • @nikolatesla9240
    @nikolatesla9240 Před rokem

    you aresuch a great they thought same thing for 2 months which i cant understand but today is my exam your 2mins made my day

  • @kunalsoni7681
    @kunalsoni7681 Před 7 měsíci

    your 2 minutes of videos can build someone's bright future ♥️💯😃

  • @geoafrikana
    @geoafrikana Před 2 lety

    I'm liking, sharing and subscribing. This is too wonderful.

  • @aargomemnon
    @aargomemnon Před rokem

    This is such a nice explanation. THank you for this.

  • @NoNTr1v1aL
    @NoNTr1v1aL Před 2 lety +1

    Absolutely amazing video! Subscribed.

  • @MrLazini
    @MrLazini Před 6 měsíci

    This was incredibly informative, thanks!

  • @lilialola123
    @lilialola123 Před rokem

    this is excellent. please do more machine learning videos!

  • @SOMEONE-eq5bu
    @SOMEONE-eq5bu Před 2 lety

    couldn't be explained better, thanks
    likes and subbed

  • @johns4929
    @johns4929 Před 25 dny

    Wow what an amazing video, i understood svm in 2 minutes, which I didn't watching other 15 minutes tutorial

  • @Templar_of_the_Clean_Code
    @Templar_of_the_Clean_Code Před 6 měsíci

    Nice and quick explanation man, tanks!

  • @sushivamsingh2862
    @sushivamsingh2862 Před 11 měsíci

    Very well explained.... Appreciative ❤

  • @hammadmuhammad9399
    @hammadmuhammad9399 Před 2 lety

    THANK YOU SOO MUCH SO WORIED ABOUT EXAM AND YOU MADE IT CLEAR

  • @dontblink9065
    @dontblink9065 Před 2 lety +2

    This is the best video I've ever seen, this is one of the problems of online courses that they go on and on for hours explaining few important things. For a person like me who has small attention span this works the best.

    • @VisuallyExplained
      @VisuallyExplained  Před 2 lety +1

      Hey there, thanks a lot of your encouraging feedback, and stay tuned for more videos like this!

  • @badublackwater6556
    @badublackwater6556 Před 2 lety +1

    A comment to support this incredible video. Well explained and gorgeous animations! Thank you very! much.

  • @rand4492
    @rand4492 Před 18 dny

    Perfect explanation thank you 🙏🏼

  • @emresahindance
    @emresahindance Před 2 lety +2

    lucky me that you shared it a month ago and I've came across the topic today

  • @awaisbashirvlogs
    @awaisbashirvlogs Před rokem

    Very Informativ. A big thumbs up!

  • @byronwilliams7977
    @byronwilliams7977 Před rokem +1

    Just got yourself a subscriber, keep it up.

  • @user-es3wr6uf2l
    @user-es3wr6uf2l Před rokem +1

    Great video, Thank you

  • @zerophase2338
    @zerophase2338 Před rokem

    Great job. Nice viz and explanation

  • @timepasstechniques4270

    You deserve ❤️ Great explanation 🔥🎉

  • @_s_h_l_o_k_
    @_s_h_l_o_k_ Před 2 lety

    Nicely Explained. Plz make full course on Machine Learning 🙏

  • @MashiroFetz
    @MashiroFetz Před 2 lety

    Well that was a great Video! Big thanks

  • @TheWiseflower
    @TheWiseflower Před rokem

    great video, thank you!

  • @shobotaiwo3273
    @shobotaiwo3273 Před 2 lety

    I am happy to be part of this

  • @_Lavanya-ju8yi
    @_Lavanya-ju8yi Před 19 dny

    great explanation!

  • @David-rb9lh
    @David-rb9lh Před 2 lety +5

    The content is insane , a huge explanation of SVM ,I didn’t expect that !
    Do you plan to talk about the different types of projection for the kernel tricks?

    • @VisuallyExplained
      @VisuallyExplained  Před 2 lety +2

      Awesome!!! I'm glad the video was helpful. :) Kernel tricks are fascinating, I hope I can find the time to talk about them at some point.

  • @ShadArfMohammed
    @ShadArfMohammed Před 2 lety

    Great visual explanation🙂

  • @mugdhashrivastava
    @mugdhashrivastava Před 10 měsíci

    the best 2 minutes utilization

  • @gaboqv
    @gaboqv Před 2 lety

    such a fancy name for a hyperplane thanks for the heads up tough

  • @ahmadshakibsahak2316
    @ahmadshakibsahak2316 Před 2 lety

    Thank you so much, loves from Afghanistan

  • @tobinholtmann6745
    @tobinholtmann6745 Před 2 lety +1

    Amazing video summary. Wish my lecturers would just show this at the beginning, so everyone immediately understands it, and the rest of of the lecture can just be about the math and implementation.

  • @repli5869
    @repli5869 Před 2 lety

    Pretty Cool Stuff. Make more of these

  • @harshitrathore1744
    @harshitrathore1744 Před 2 lety

    Amazing Video !!!

  • @066_mohdkasibsiddiqui2

    Great editing skills 👍🏻

  • @fahnub
    @fahnub Před 2 lety

    this was so helpful man

  • @teaknowsoundlab
    @teaknowsoundlab Před 2 lety

    wow amazing ...thanks mate

  • @Felicia-126
    @Felicia-126 Před rokem

    Amazing video!

  • @mayurjadhav5332
    @mayurjadhav5332 Před rokem

    the best explanation

  • @lores1413
    @lores1413 Před 2 lety

    Thank you so much I really like your videos.
    Please keep posting.

  • @meduse5482
    @meduse5482 Před 6 měsíci

    wow
    new subscriber here! subscribed from both my account to make sure i do not miss your content, super educational and got me very engaged! thank you so much

  • @morchedlafferty8614
    @morchedlafferty8614 Před 2 lety

    Amazing content. Thank you for your efforts! :)

  • @Cithulu1
    @Cithulu1 Před 2 lety

    Fantastic video! Thank you for sharing

  • @jesusrivera3942
    @jesusrivera3942 Před 2 lety

    BRILLIANT ! PERFECTLY PRESENTED

  • @harrybennett-cowell2644

    Great video very helpful

  • @sergejgrednev5314
    @sergejgrednev5314 Před 2 lety

    Good explanation!

  • @ASDMan94
    @ASDMan94 Před 2 lety

    Amazing simply amazing you just helped me for final cl project presentation what I didn’t understand all semester fantastic job

  • @RahulSam
    @RahulSam Před 2 lety

    Stellar video!

  • @pdebuck1
    @pdebuck1 Před 2 lety +11

    Your videos are great! Very clear and with interesting topics. I’m wondering if you have any experience with trajectory optimization or optimal control?

    • @VisuallyExplained
      @VisuallyExplained  Před 2 lety +3

      Thank you, I appreciate that! Optimal control is on the agenda :-)

  • @omarallam4548
    @omarallam4548 Před 2 lety

    Great brief thanks a lot ♥

  • @alhdlakhfdqw
    @alhdlakhfdqw Před 2 lety

    really well explained and visualized! thank you very much for sharing! :) subbed!

  • @shobotaiwo3273
    @shobotaiwo3273 Před 2 lety

    Wow! This is great

  • @sebastianmidolo1426
    @sebastianmidolo1426 Před 2 lety

    Now you may not have many subs, but someone with this quality of content and editing is going to go far, the videos are incredible, keep it up !!
    New sub, have a beautiful day!!

  • @sayanbhowmick9203
    @sayanbhowmick9203 Před 2 měsíci

    Great Video

  • @dianajumaili1572
    @dianajumaili1572 Před 2 lety

    Nice video! thanks!!

  • @wakaikozy6084
    @wakaikozy6084 Před rokem

    Thank you!! Genius

  • @abdulghanialmasri5550
    @abdulghanialmasri5550 Před 2 lety

    Great topics and great explanations

  • @Manojkumarashok
    @Manojkumarashok Před měsícem

    SO GOOOD!!!!

  • @dineshtripathi9880
    @dineshtripathi9880 Před 2 lety

    Nice explanation and the content was great. Keep it up bro.

  • @Abhishek-jz1xk
    @Abhishek-jz1xk Před 2 lety +1

    Love your explanation

  • @user-ie9tb4pr1c
    @user-ie9tb4pr1c Před 3 měsíci

    very nice video thanks

  • @faisaltasleemft
    @faisaltasleemft Před 2 lety

    Very good in short time visually explained

  • @abdelouadoudkhouri8234

    WHAT A GREAT CHANNEL !

  • @mindbraininterface8832
    @mindbraininterface8832 Před 2 lety +4

    Dude, this is amazing! How did you make these animations? They seem sort of like Primer's, so Unity?

    • @VisuallyExplained
      @VisuallyExplained  Před 2 lety +4

      Thanks for the compliment! I don’t use Unity, but Blender3D. It’s open source and “script-able” in python, it’s really awesome.

    • @ifeoluwaaderemi5477
      @ifeoluwaaderemi5477 Před 2 lety

      @@VisuallyExplained Teach me the way

  • @SPeeDKiLL45
    @SPeeDKiLL45 Před 2 lety

    nice thank you more from that

  • @akshatkumar4063
    @akshatkumar4063 Před 2 lety +1

    Hey Visually Explained! Great videos. Love your channel. Subscribed and liked 100%. Can you please also do a video on Kernals for SVM???

  • @Darkev77
    @Darkev77 Před 2 lety +4

    Wow, I'm so glad I found this channel. Can SVMs b used for multiclass classification?

    • @VisuallyExplained
      @VisuallyExplained  Před 2 lety +2

      Yes! One way to do it if you have n classes is to train n different classifiers, where classifier "i" tells you whether your input is in class "i" or not.

    • @David-rb9lh
      @David-rb9lh Před 2 lety

      Basically every binary classifier can be used for multiclass classification tasks .
      But you probably know that yet.

  • @berkceyhan5031
    @berkceyhan5031 Před 2 lety

    Very good!

  • @pomegranate8593
    @pomegranate8593 Před rokem

    AWESOME!

  • @ZinzinsIA
    @ZinzinsIA Před 25 dny

    Awesome content and video edition, thank you so much. Do you have any advice to produce such kind of graphics and animation ?

  • @TTK.0s
    @TTK.0s Před 2 lety

    Thank you!

  • @sudhanvagr
    @sudhanvagr Před 2 lety

    Awesome 😀

  • @li-pingho1441
    @li-pingho1441 Před 2 lety

    this is amazing......

  • @solitudechronikles3521

    nice explanation

  • @janneskleinau6332
    @janneskleinau6332 Před měsícem

    stunning

  • @weverson_nosseis
    @weverson_nosseis Před 2 lety

    outstanding!