Illustrated Guide to Recurrent Neural Networks: Understanding the Intuition

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5 жыл бұрын

If you enjoy this, check out my other content at www.michaelphi.com
Recurrent Neural Networks are an extremely powerful machine learning technique but they may be a little hard to grasp at first. For those just getting into machine learning and deep learning, this is a guide in plain English with helpful visuals to help you grok RNN's.
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The written version of this video
/ illustrated-guide-to-r...
Sources
iamtrask.github.io/2015/11/15...
colah.github.io/posts/2015-08-...
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Пікірлер: 326

@theaihacker777 5 жыл бұрын

Check out the written version on my blog! towardsdatascience.com/illustrated-guide-to-recurrent-neural-networks-79e5eb8049c9

@allenshakespeare5202 2 жыл бұрын

Hey Mike. Loved your informative video and your work. I am your FAN.

@yamininair5165 8 ай бұрын

Could you help me visualize the RNN as a normal neural network with input layer and hidden layers etc.

8 ай бұрын

Older videos = better and high quality

@theaihacker777 5 жыл бұрын

Everyone, thanks for watching! I have plans to do a series of these on practical ML algorithms widely used in the industry. Subscribe for more!

@prabhdeepsingh8726 7 күн бұрын

This was great. I have seen countless videos on RNNs and LSTMs and nobody explained it by taking a simple example like you did. It was a perfect balance of theory with application.

@EmilyXieX 4 жыл бұрын

Loved how clear and minimalist your animations and explanations were--really allowed me to focus on understanding the high-level intuition around RNNs. Thanks so much.

@Usumgallu 3 жыл бұрын

Yeah, finally a video that does not start with the useless "Hello! So basically [insert a two page long formal description that I'm not going to explain]" :D

@mohamedlabn3547 5 жыл бұрын

the best Video i have ever see about RNN thank u alot

@yongkailiu1448 4 жыл бұрын

Mohamed Labn i don't think so. I guess he doesn't really know what's LSTM. Everything here is so stereotypical.

@sevenicolas2820 4 жыл бұрын

He made a second video about LSTMs and GRUs

@trexmidnite 3 жыл бұрын

Has plenty of saliva too!

@akshaybareja4697 3 жыл бұрын

This is the CLEAREST explanation of RNNs I've seen. Thank you.

@pranavbhagwat1734 2 жыл бұрын

Just the right amount of jargon that I understood but didn't get bogged down by. I feel much more comfortable tackling the details of RNNs now so thank you for making this video!

@diasmashikov7793 3 жыл бұрын

Dude if you still hang out on this channel then thank you very much for clarifying the concept of RNN! You rock!!!

@muhammadshoaibsikander2603 5 жыл бұрын

Its awesome. I was struggling for many hours to understand the concept of vanishing gradients but you made me understand just in 10 minutes. Thanks!

@david0aloha 4 жыл бұрын

I really like your videos. You give reasonably in-depth explanations, very clearly, and in about 10 minutes.

@tellyrotsyourbrain 4 жыл бұрын

Very clear explanation of what had previously been something of a mystery. Excellent! Thank you!

@johnr3936 4 жыл бұрын

You are incredibly informative while staying concise. Wonderful video!

@jafetsierra1875 2 жыл бұрын

This is the best and simplest explanation i've found about RNN's by far. Thank you man.

@shubhamk53 5 жыл бұрын

finally, my vanishing gradient concept is cleared. A big thank you. Keep up the good work. You have definitely added one more subscriber.

@man041986 4 жыл бұрын

THE BEST VIDEO ever about RNN. Thanks

@Alaska-mk4ok 3 жыл бұрын

OMG I FINALLY UNDERSTAND HOW RNNS WORK OMG THANK YOU SO MUCH NO ONE HAS BEEN ABLE TO EXPLAIN THIS TO ME AS WELL AS YOU YOU ARE AMAZING I LEARNED THIGNS THAT I WAS NEVER ABLE TO LEARN THANKS TO YOU

@goodmusic284 Жыл бұрын

This is the best explanation of RNNs I have seen on KZfaq!

@rohandeshmukh6103 3 жыл бұрын

Best Explanation of RNN EVER !!!!!!!

@sytekd00d 5 жыл бұрын

Yo dude! I finally get it! Thank you so much for your videos. They are amazing. I am more of a visual learner and your videos have helped tremendously. Please keep them coming.

@saurabh9446 3 жыл бұрын

I've seen people saying that this is the best tutorial ever in each video. But this video is actually great video.

@Rrdd725 3 жыл бұрын

Best explanation on RNNs on youtube! Thank you very much!

@neelagarwal2599 7 ай бұрын

super cool - simple, easy and crisp!! Thanks

@velibor1 Жыл бұрын

you nailed it, best description ever

@tuanvutrinh2252 3 жыл бұрын

the best video about RNN i have ever seen

@ragequilt_ 4 жыл бұрын

This is, without doubt, the best quick explanation on RNN's I've seen so far.

@alanmacdonald2277 Жыл бұрын

I found this to be incredibly helpful. Very well articulated and the visual representations are great. Thank you.

@tomorrowdata6498 Жыл бұрын

man you are killing it!!!

@user-ri3zy5pl9u 3 жыл бұрын

The best video about RNNs

@mehdiaraghi4457 4 жыл бұрын

Clear and completely understandable. like that especially when you showed with the code.

@thevivekmathema 4 жыл бұрын

This is the best quick exampels i have ever seen

@magicofmountshasta8330 Жыл бұрын

Probably the best explanatory video about RNNs that clicked for me :) Thanks!

@valentindoring5105 2 жыл бұрын

this video made me finally understand how RNNs work. Thank you so much!!

@eckotan8523 5 жыл бұрын

The best videos about RNN!

@ParulSharmaparul 5 жыл бұрын

Great Tutorial ! Thank you so much. I came to RNN's tutorial after going through LSTM and GRU tutorial only to understand why does vanishing gradient occur. I could understand it really well. It's very helpful. Please make more such videos. Big Help!

@faridel-aouadi1776 4 жыл бұрын

Great work Mikael, really well illustrated and explained!

@acidtears 4 жыл бұрын

More please! You're great at talking and conveying information!

@rachelthebear5064 3 жыл бұрын

Honestly really great explanation, as a art major, I think I at least understood the mechanism for my big data class now, thanks!

@abhigyandatta2008 Жыл бұрын

RNNs can be intimidating for beginners. The way you introduced them are exceptional. Thanks for the video.

@seanmci8149 3 жыл бұрын

As someone new to RNNs this explanation was very clear. Thank you.

@hiral2cool 5 жыл бұрын

this is marvelous creation till now in the video lectures. Completely understood the basic concepts with very cool visualization. Great Man. Keep it up. Want more like this.

@theaihacker777 5 жыл бұрын

Thanks for the kind words :). More to come!

@karolinaangelova6347 3 жыл бұрын

The best explanation about RNN, thank you so much!

@mrobjectoriented 4 жыл бұрын

This made RNNs so clear! Thanks!

@marky9983 2 жыл бұрын

Such comprehensive video, thanks for ur work!

@noudbonke9727 3 жыл бұрын

So clear, thank you very very much!!

@MostafaElhoushi 4 жыл бұрын

Big thanks for creating this video.

@MathPhysicsFunwithGus 9 ай бұрын

This is such a great explanation! Thank you!

@aidag5001 3 жыл бұрын

The BEST! Thank you so much!

@AmritPalSingh-uc7vz 4 жыл бұрын

Great resource ! Nicely explained

@fengwu9683 5 жыл бұрын

pretty good video, hope to see more!!!

@lucaknobloch7175 4 жыл бұрын

A pretty good video to get an intuition of RNN, thank you for illustrating it in that way

@ahmedhany5037 5 жыл бұрын

Awesome video keep it up man !! Definitely great video ! I like how you explained in a really intuitive way !

@ikgjazz 11 ай бұрын

Great Tutorial Michael. Extremely clear and easy to understand.

@yalinbahadir 2 жыл бұрын

no perfect explanation exists except what you did. Thank you lot!

@sean... 5 жыл бұрын

This was excellent, I suddenly understand the entire work flow and why LSTM was selected in my case study of text generation.

@pavangupta6112 7 ай бұрын

Awesome explanation. Liked the intuition aspect of explaining RNN. Keep the great work going!

@karenzhuqianzhou5890 3 жыл бұрын

LIke the visualization and the clear explanation! Thanks!

@tommywhelan6421 3 жыл бұрын

Loved this explanation. Thanks a ton

@suhailshaikh7139 3 жыл бұрын

This is so awesome!!!! Thanks a lot.

@palsshin 2 жыл бұрын

Great explanation, thanks for your time!

@SanjeevKumar-nm7ps 2 жыл бұрын

one of the best explanation, I have ever seen ❤

@nfs284 Жыл бұрын

That was amazing! Thank you so much.

@haohuynhnhat3881 3 жыл бұрын

very concise and understandable. Thanks for your explanation.

@md.raufurrahman3657 2 жыл бұрын

Great explanation on RNN. Thank you.

@writetohorace 5 жыл бұрын

Great video. Thanks for putting this together. Love your work!

@neespion1131 3 жыл бұрын

Yeaaahhhhhh! I got the light bub moment! Absolutely Amazing

@kazenokize2 3 жыл бұрын

your explained the vanishing gradient problem so much better than the course I'm taking, THANK

@ocean694 2 жыл бұрын

Thank you, one of the best !!

@IMateme 4 жыл бұрын

Please keep going, You are a master in explaining.... don't stop

@MrStudent1978 4 жыл бұрын

Very nice! Thanks for the video!!

@mesfinfikre4626 Жыл бұрын

you are excellent and cannot wait to see more of your videos.

@talkontech8524 2 жыл бұрын

This video is veey helpful. Thank you for making it.

@michaelho5138 Жыл бұрын

Great video-super helpful!

@mariocerdio 2 жыл бұрын

Awesome video, thanks!!

@waltdesignxp 8 ай бұрын

still so relevant! thank you!!!

@envy6886 5 жыл бұрын

Thank you so much for your excellent work.

@artkara5954 3 жыл бұрын

Best RNN explanation, liked, keep the vids up brother

@apurvadani7275 3 жыл бұрын

Great Explanation!

@sahajbedi9582 5 жыл бұрын

Excellent explanation! Looking forward to more videos!

@lightyagmi4925 4 жыл бұрын

Buddy You are just great!!

@chandabcd 3 жыл бұрын

This tutorial is priceless!!! Thank you so much

@brindagurusamy7543 4 жыл бұрын

This is an amazing video and very succinctly explained RNN's!

@shipship3136 5 жыл бұрын

Very helpful video, thanks!

@23Thebrain 4 жыл бұрын

Really awesome video!

@sanjanareddy 4 жыл бұрын

Very well explained and the illustrations are amazing!

@JY-fl1hv 3 жыл бұрын

This helped me so much! Thanks a lot

@wesNeill 4 жыл бұрын

Excellent video on the intuition behind RNNs! Subscribed!

@contarini9 4 жыл бұрын

best explanation about RNN, amazing animations

@ibrahimkoz1983 3 жыл бұрын

Succinct and very clear. Thanks.

@ashishbhong5901 Ай бұрын

it was not just help full but amazing, loved it.

@bayesianlee6447 5 жыл бұрын

best resource on RNN ever on any medium.

@kannankalidasan 4 жыл бұрын

the best video about sequence models. I become a big fan of you. After a few gems like Luis Serrano and 3B1B, you are next who explained the hard concepts in a simple way with a lot of fun. Thank you again.

@soumi0sarkar 4 жыл бұрын

Nice and Simple!!! Thanks

@azzahamed2063 2 жыл бұрын

Love this video !

@shreyash5964 3 жыл бұрын

Simple and clear 👌👌

@BenStoneking 3 жыл бұрын

Great video! This is very helpful for my machine learning course project. I'm researching how to make an NN that can compose melodies so your video about RNN's was a great primer!