Support Vector Machine (SVM) in 2 minutes 

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

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

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?

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.

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!

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

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.

You and Ahmad Bazzi are my goto channels

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.

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

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

Давно слежу за твоим каналом) рад что у тебя все збс и ты прогрессируешь)

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

you explained it well in two minutes. Thanks a lot

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.

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

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

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

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

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

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

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!!!

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

Thanks for such an amazing video I understood goal of svm clearly now!!!😊😉

Short. Simple. Concise. Thanks Bud!

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

Great video.. absolutely to the point.. Couldn't explain it any better.

This is the best explanation of the SVM.

Amazing explanation Thank you so much ☺️

Great video, Thank you

a version of 3 blue 1 brown . keep it up . well explained

Wow this was unbelievably concise. Thank you so much!

Perfect explanation thank you 🙏🏼

Very good animated explanation! Thanks !

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?

hats off for brevity and clarity

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

Well explained in such short duration. Thanks!

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

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

Absolutely amazing video! Subscribed.

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

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

the best 2 minutes utilization

Just got yourself a subscriber, keep it up.

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

Wonderful video!

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

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

This was incredibly informative, thanks!

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

couldn't be explained better, thanks likes and subbed

I am happy to be part of this

Thank you so much, loves from Afghanistan

Very well explained.... Appreciative ❤

great explanation!

Nice and quick explanation man, tanks!

the best explanation

Love your explanation

Nicely Explained. Plz make full course on Machine Learning 🙏

this is excellent. please do more machine learning videos!

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

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

Very good in short time visually explained

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

00:01 SVMs are elegant and effective for classification tasks. 00:18 SVMs classify points in n-dimensional space using features 00:34 SVM finds the hyperplane that best separates two categories. 00:52 SVM requires a labeled training set for supervised learning. 01:08 SVM maximizes margin with category points on correct side 01:25 SVMs are easy to understand, implement, use, and interpret with effective performance on small training data 01:44 Support Vector Machine uses clever techniques for nonlinear data 02:03 SVM can be used for face detection, spam filter training, and text recognition.

Very Informativ. A big thumbs up!

BRILLIANT ! PERFECTLY PRESENTED

wow amazing ...thanks mate

Amazing Video !!!

Great job. Nice viz and explanation

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!!

You deserve ❤️ Great explanation 🔥🎉

Great topics and great explanations

WHAT A GREAT CHANNEL !

Fantastic video! Thank you for sharing

Hello Mr. Bachir El Khadir, I recently came across your channel and was truly impressed by your videos and your clear explanations. I've just started working with AI and am also using the Manim library (created by Grant Sanderson) to make animated explanations. I would really appreciate any advice you could offer, and I'm also curious to learn more about how you create your videos.

Great visual explanation🙂

Well that was a great Video! Big thanks

great video, thank you!

SO GOOOD!!!!

Thank you!! Genius

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

Amazing video!

Great Video

Great editing skills 👍🏻

Pretty Cool Stuff. Make more of these

very nice video thanks

nice thank you more from that

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

this was so helpful man

Great video very helpful

Stellar video!

best contribution and wonderful animation. how you make such great animations?

Amazing content. Thank you for your efforts! :)

please please please i request on behalf of millions that you kindly add other ML algos. It is so beautiful to understand

Good explanation!

nice explanation

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

Thank you!