LSTM Recurrent Neural Network (RNN) | Explained in Detail

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Learn With Jay

Learn With Jay

Күн бұрын

Пікірлер: 94
@ivana_ftn
@ivana_ftn Жыл бұрын
You are better than my professor, thank you
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@ivana_ftn Haha… glad to hear! Means a lot. Thank you!
@srishti6637
@srishti6637 11 ай бұрын
best explanation with no faltu pnchyti and made the topic crystal clear
@MachineLearningWithJay
@MachineLearningWithJay 11 ай бұрын
Thanks! 😁
@bigfuckingdeal9474
@bigfuckingdeal9474 Ай бұрын
1000000000% agree
@eng.mohamedemam6489
@eng.mohamedemam6489 Жыл бұрын
from a man from Egypt send big thanks to you ❤❤
@MachineLearningWithJay
@MachineLearningWithJay Жыл бұрын
Your welcome
@ikraamhanif7966
@ikraamhanif7966 4 ай бұрын
Kash mene phly prh liya hota aj paper hai aur apki videos dekh kr itna achay sy smjh arha hai kiya hi bolun apko...Thank u so much for providing us knowledge like this
@MachineLearningWithJay
@MachineLearningWithJay 4 ай бұрын
Hi, I am elated from your words. Glad it was helpful.
@jayhu6075
@jayhu6075 Жыл бұрын
I am very glad to find your channel. You make this topic for a beginner as me so understandable. Hopefully a following to write this in a python code. Many thanks.
@Ayoub.Naderei
@Ayoub.Naderei 3 ай бұрын
I think u deserve much more than 27k subscribers man. I totally got it after watching this playlist
@MachineLearningWithJay
@MachineLearningWithJay Ай бұрын
Hehe! Thank you so much! I appreciate it, and I agree. Hopefully with more videos and your support, the channel might grow.
@rajkamal1705
@rajkamal1705 Жыл бұрын
Very easy to understand. You are better than many prof. Thanks bro.
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@rajkamal1705 Thank you! It means a lot!
@christianfaust5141
@christianfaust5141 2 ай бұрын
Thank you from Germany, I appreciate your work
@MachineLearningWithJay
@MachineLearningWithJay Ай бұрын
Great to be greeted! You’re welcome
@nikhils2155
@nikhils2155 3 ай бұрын
Thank you for these awesome classes brother
@MachineLearningWithJay
@MachineLearningWithJay Ай бұрын
You’re welcome!
@s8x.
@s8x. 6 ай бұрын
brother u made learning machine learning so easy. When i got money i will be sure to show my thanks
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@s8x. haha… you appreciating this is enough for me me! Goad I could help!
@MurodilDosmatov
@MurodilDosmatov 4 ай бұрын
Thousand of thanks for your effort to make this video tutorial
@MachineLearningWithJay
@MachineLearningWithJay 4 ай бұрын
Happy that it was valuable. Thanks for the compliment!
@tridibeshmisra9426
@tridibeshmisra9426 Жыл бұрын
Best explanation...... It helped me for endsem exam...thank u sir.....keep creating ... let's get riding🙂🙂
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@tridibeshmisra9426 Glad I could help! Hope your endsem went well
@Thing1Thing11
@Thing1Thing11 Жыл бұрын
Thank you so much! I was so lost and you really helped me get to grips with what is going on
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@Thing1Thing11 Glad I could help!
@pavangoyal6840
@pavangoyal6840 Жыл бұрын
Excellent. Thank for this video and explaining complex concept like LSTM in very short and crisp video
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@pavangoyal6840 Glad I could help!
@dinushachathuranga7657
@dinushachathuranga7657 12 күн бұрын
Thanks for the clear explanation ❤❤
@MachineLearningWithJay
@MachineLearningWithJay 10 күн бұрын
You're welcome! I am glad you found this helpful! 😄
@khushiyadav-st4oh
@khushiyadav-st4oh 20 күн бұрын
Best Explanation Ever
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@khushiyadav-st4oh Thanks you so much!
@dmg-s
@dmg-s 2 жыл бұрын
I am so happy now. Thanks!
@abhinavbuddala4620
@abhinavbuddala4620 Жыл бұрын
😂
@rezamohammadi1140
@rezamohammadi1140 10 ай бұрын
Very helpful because of mathematical explanation and summery in the last
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@rezamohammadi1140 Thank you! Glad to help!
@arvinflores5316
@arvinflores5316 2 жыл бұрын
That was a good binge man. Hopefully attention/transformers will be covered too!
@MachineLearningWithJay
@MachineLearningWithJay 2 жыл бұрын
Thanks for the suggestion... I will try to cover those too
@muhammadumarwaseem
@muhammadumarwaseem 9 ай бұрын
Thank you for the detailed to the point explanation.
@Bunches_of_Entertaiment
@Bunches_of_Entertaiment Жыл бұрын
Superb explanation brother.. thank you so much 😍.. I got very clear understand on LSTM and as well as RNN
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@Bunches_of_Entertaiment Happy to help!
@deepurachakonda28
@deepurachakonda28 2 жыл бұрын
u made my day..thnx lot
@MachineLearningWithJay
@MachineLearningWithJay 2 жыл бұрын
My pleasure 😊
@KulkarniPrashant
@KulkarniPrashant 6 ай бұрын
Clear and concise explanation, thank you!
@kavoshgar9733
@kavoshgar9733 8 ай бұрын
You describe everything very well✌️
@vinayakmane7569
@vinayakmane7569 Жыл бұрын
remarkable explanation , keep bringing good content. just one little suggestion , try to write keypoints on board while explaining so that we can copy and it will help us while revising
@MachineLearningWithJay
@MachineLearningWithJay 20 күн бұрын
@@vinayakmane7569 Write may be I will try to keep the summary at the end and write key points there? Would it help? Anyways I will keep this in mind for my future videos
@saatvikkool
@saatvikkool 2 жыл бұрын
You're doing a great job bro ✌️❤️
@MachineLearningWithJay
@MachineLearningWithJay 2 жыл бұрын
Thank you so much 😊
@suhaibfarooq8253
@suhaibfarooq8253 4 ай бұрын
Very good explanation
@pothusandeepkomal1006
@pothusandeepkomal1006 2 жыл бұрын
thanks man …. very helpful … cheers !!!
@MachineLearningWithJay
@MachineLearningWithJay 2 жыл бұрын
Cheers!!
@pothusandeepkomal1006
@pothusandeepkomal1006 2 жыл бұрын
@@MachineLearningWithJay could you please make videos on GRUs ,se2seq,Attention models, Transformers?
@MachineLearningWithJay
@MachineLearningWithJay 2 жыл бұрын
@@pothusandeepkomal1006 I am goong to upload those videos, but it will take some time. Right now, i am busy with my exams, so will upload when i get time. 😇
@QuratRaja-q2v
@QuratRaja-q2v Жыл бұрын
Worthy explanation!
@iftikharullah3616
@iftikharullah3616 11 ай бұрын
I watched many videos for this topic but couldn't understand it. You made every point clear in a beautiful way 🫡
@harshitraj8409
@harshitraj8409 2 жыл бұрын
Great Explanation
@MachineLearningWithJay
@MachineLearningWithJay 2 жыл бұрын
Thank you
@PRAJAKTAPATKAR-t7z
@PRAJAKTAPATKAR-t7z 8 ай бұрын
Amazing- great work
@hamedhasani5774
@hamedhasani5774 Ай бұрын
awesome work
@juditmaymo9714
@juditmaymo9714 Жыл бұрын
love this video!!
@evildead3734
@evildead3734 2 жыл бұрын
Great resources 🙌
@MachineLearningWithJay
@MachineLearningWithJay 2 жыл бұрын
Thanks
@this_is_the_baat
@this_is_the_baat 4 ай бұрын
thanks my dear bro
@Animelover-oo7cz
@Animelover-oo7cz 7 ай бұрын
you are the best thank youu
@user_userovich
@user_userovich Жыл бұрын
Thank you very much!
@7aanusha885
@7aanusha885 Жыл бұрын
thank you for this video
@shaveta01
@shaveta01 8 ай бұрын
Good vdo Pl use white marker 😊instead of red
@ABCD-wd1sk
@ABCD-wd1sk 8 күн бұрын
Thanks
@MachineLearningWithJay
@MachineLearningWithJay 8 күн бұрын
@@ABCD-wd1sk you’re welcome
@slingshot7602
@slingshot7602 8 ай бұрын
Tnx a lot
@KishorA-s8f
@KishorA-s8f Жыл бұрын
Thank you
@VenomOmpi
@VenomOmpi 6 ай бұрын
thanks a lot!
@mainakmukherjee3444
@mainakmukherjee3444 Жыл бұрын
Hello bhaiya, thanks for the informative contents. But can you please explain me why you are saying ft (forget gate) is a matrix. From the formula, it just an output of a sigmoid function, which I think a scalar value for each time step. Please explain this part. 🙏🙏
@pavangoyal6840
@pavangoyal6840 Жыл бұрын
For time series data (there are around 60 input variables) and there are two outputs variables. Which deep learning model would be best LSTM ? Here accuracy matters. For learning time does not matter. For 2 output variables how to design LSTM model ?
@charanm1773
@charanm1773 Жыл бұрын
Arigatto
@KhadijaTulKubra-o2o
@KhadijaTulKubra-o2o 9 ай бұрын
Hi! i want to learn text detection from images using RNN. Please if you can help ???
@rohitpol1109
@rohitpol1109 6 ай бұрын
What is Bc, Bf, Bi, Bo added everywhere ?? Is that bias ?
@forsakennawfal546
@forsakennawfal546 4 ай бұрын
Biases or as we can say the Constants added in every function, indicating the margin of error.
@martinant44
@martinant44 6 ай бұрын
te quiero mucho
@achreflegend4335
@achreflegend4335 4 ай бұрын
5:00 the green formula ; shouldn't it be a sum of multiplication through 0~t instead of just a sum
@tanvirtanvir6435
@tanvirtanvir6435 Жыл бұрын
3:22 problem with RNN
@vishnusit1
@vishnusit1 Жыл бұрын
At 8:45 you are wrong about matrix multiplication
@beshosamir8978
@beshosamir8978 2 жыл бұрын
Hi , i hope one day you explain transformers because ur explainations is great ,but i really need your help about something because i really got tired of searching about the answer i got stucked on something and seems like no one helps so i hope you help me , now i studied about LSTM and Bi-LSTM and i understood them well , but i read some blogs said that bi directional LSTM good for sentiment analysis and time series so i really got confused about it , How it could be useful !!!! it will be useful if my current prediction depends on what happens in the future ,so how it could be usefull in sentiment analysis if i already will predict my final output in the last word so there is no future because i stand in the last , i know it could be usefull in some applications like name entity recognation because the type of the output is (many) so maybe my current output depends on what is happend in the future i really hope to help me because i didn't find any reason after 2 hours of searching in google
@MachineLearningWithJay
@MachineLearningWithJay 2 жыл бұрын
Hi, bidirectional LSTM looks at all the words appearing in an input sentence, from both directions, front to back and back to front. So, you can always assume that bidirectional LSTM can be useful for any application involving sentences as input. I don’t have any more reason for this, for now.
@beshosamir8978
@beshosamir8978 2 жыл бұрын
@@MachineLearningWithJay So , is my question make sense ? or there's something i can not understood about the intuation for now ?
@tahsinulkarim
@tahsinulkarim Жыл бұрын
❤❤❤
@aitoquantum
@aitoquantum Жыл бұрын
the summation formula is wrong! one product sum should be there along with plain summation, that will unfold the longer terms...
@slingshot7602
@slingshot7602 8 ай бұрын
GRU???
@MrKhanRizwan
@MrKhanRizwan 2 ай бұрын
Too complex must be targeted for mathematicians
@MachineLearningWithJay
@MachineLearningWithJay Ай бұрын
Hi, yeah… the details LSTM is a bit complicated. It doesn’t make much sense at first, and you need mathematical background to understand this. If you are not concerned with the implementation details, then you can directly use LSTM through frameworks like PyTorch, Keras
@shantanusingh2198
@shantanusingh2198 4 ай бұрын
Proably the worst video on lstm i have seen
@MachineLearningWithJay
@MachineLearningWithJay 3 ай бұрын
Amm.... sure... All videos are different kind... sad to see this tutorial wasn't help to you :(
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