Binod, you are the best. Good job man. Keep up the good work. Nobody has explained the LSTM cell like you have done. Every other video on this subject leaves you confused. But your explanation is lucid. Thanks.
Great, Sir. Came accross this channel only today. Starting from the explanation of ANNs, then CNNs, then RNNs, their types, the various calculations, and then LSTM here in this video, you cleared every doubt of mine. Now I can proceed with hands-on problems of generating text and predicting sequences. Thank you Sir.
I sincerely appreciate your kind words regarding my UA-cam LSTM video. Your thoughtful feedback carries significant meaning to me, as it serves as both motivation and encouragement to continue uploading more videos. Your support is invaluable, and I am truly grateful for it.
Darn, I started looking for the next video on programming the RNN+LSTM specifically but he never uploaded it. I hope it is a project that you are still working on because these tutorials are outstanding!
Hello Sir, Great job done. I am really waiting for the next video for which you said in the end. Numerical problem with LSTM on the whiteboard. Thanks. Stay blessed.
Good to know Chetan, this LSTM Tutorial helped you. Yes, you are right this is very important video to understand all mathematics behind the LSTM. Keep Learning !!
I apologize for not being able to see your message in a timely manner. However, I assure you that I will make an effort to upload some numerical problems on LSTM. I hope these will be helpful to you and your friends in the future. I also wanted to take a moment to wish you the best of luck for your upcoming exam.
Thank you so much. Your message touched me. I am fine and hope you and your family doing good. Yes, could not uploaded many videos in last one year but 20 to 25 videos been uploaded on various topics, please see my playlist. Thank you again and love.
Binod, you are the best. Good job man. Keep up the good work. Nobody has explained the LSTM cell like you have done. Every other video on this subject leaves you confused. But your explanation is lucid. Thanks.
Great, Sir. Came accross this channel only today. Starting from the explanation of ANNs, then CNNs, then RNNs, their types, the various calculations, and then LSTM here in this video, you cleared every doubt of mine. Now I can proceed with hands-on problems of generating text and predicting sequences. Thank you Sir.
the best tutorial for lstm i have ever seen....great great .. thank u sir
I sincerely appreciate your kind words regarding my UA-cam LSTM video. Your thoughtful feedback carries significant meaning to me, as it serves as both motivation and encouragement to continue uploading more videos. Your support is invaluable, and I am truly grateful for it.
Darn, I started looking for the next video on programming the RNN+LSTM specifically but he never uploaded it. I hope it is a project that you are still working on because these tutorials are outstanding!
Keep up the good work. Nobody has explained the LSTM cell like you have done
This is pure gold explanation in much easier way. Thanks for sharing valuable knowledge to the community
Sir... no words can explain my joy of getting the video which solved all my questions finally :)
Best explanation of lstm i have ever seen......
It's an amazing explanation sir, thank you. ❤ nobody can find better explanation than this
Thank you for this sir i easily understand CNN RNN and LSTM🎉
Thanks for explaining everything on whiteboard. Such a wonderful useful video.
Hello Sir, Great job done. I am really waiting for the next video for which you said in the end. Numerical problem with LSTM on the whiteboard. Thanks. Stay blessed.
best video. Thank you sir for such a nice explanation!!!
Nice explaination.. I din know these maths behind LSTM.. Thank You
Good to know Chetan, this LSTM Tutorial helped you. Yes, you are right this is very important video to understand all mathematics behind the LSTM. Keep Learning !!
Very nice Video Sir!.. Got understood a tough concept.
Happy to know this LSTM video helped you. Thank you for nice words. @binodsumanacademy
The explanation is amazing.
Thank you for motivating me. Keep Learning !!
excellent explanation very complex topic to simple way
Thanks!! really great video.
Thank you Hemant. Keep Learning !!
Thanks a lot sir. This video is really really well explained.
Super. No words . Please refer some text book also which u might have referred in your initial days.
nicely explain....made this complex equation so easy.....Thanks
Thank you Harendra. Happy to know LSTM tutorial helped you. Keep learning !!
amazing explanation....Thank you sir🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥
Hello. You pedagogy is excellent. I can easily understand. u said u will take numerical.. pls share link..i dont see that in next lecture..
Excellent, explained so easily !
Good explanation of the mathematical Foundation of AI
Great Video..Please upload the next part. Eagerly waiting
Please upload the next video. This video cleared so many doubts.
I can sleep well tonight.
Please please upload the net video with actual examples
Great Explanation 🔥
Great explanation!
Best. Really good.
sir please upload next video. Nice work ....and explanation.
excellent stuff..keep it up
What is the next video to it? I can't find the one you just described having numerical and code implementation of the LSTM.
Well explanation with required mathematics
u explained nicely ,my trainer where i paid . He says only actually actually agin agin
Great explanation... Keep it up...
Thankyou sir! Great explanation 👍
Thank you for this awesome lecture 😁
Very good lecture.
You havent told how yt will be calculated, please tell if posible
Life saver❤
Thank you very much sir
What is the reason behind the selection of sigmoid and tanh for forget and input gate respectevely
Very good explanation
Your videos are really very helpful . Thanks !! :-)
Thank you sir 13:20
Thank you sir
Great explanation. I think there is one correction the multiplication is called as "component wise multiplication" not "dot product".
Thanks for the video sir.
Great job sir
Excellent work. Keep it up.
nice work!
excellent explanation
Thanks for great video!!
best bro best
Amazing video. Could you please make a video for Transformers and BERT ?
The product you are referring to as dot product is Hadamard Product or element wise product.
Thank You Sir :)
Happy to know this LSTM video find useful for you. Keep learning !!
You mentioned at 10:03 dot product, it is just matrix elements multiplication. Dot product gives scalar value in case of vectors.
Please clear h = hidden to hidden weight or h = activation?
thanks, Mr. Binod great explained can you share the python code for LSTM?
How to change lstm formula tuning in existing work sir....how to differentiate.. existing work or proposed wrk
Not clear on how these gates helped to memorize the more than one previous(last 2 or3) states.
Can you please share the link LSTM Python code video?
Still waiting for the next video :)
Sir can you please provide the link for the numerical problem on LSTM please I have an exam tomorrow
I apologize for not being able to see your message in a timely manner. However, I assure you that I will make an effort to upload some numerical problems on LSTM. I hope these will be helpful to you and your friends in the future.
I also wanted to take a moment to wish you the best of luck for your upcoming exam.
English 0
Confidence 100
Concept 100
Pure Sigma Content
sir where is the numerical video of lstm ??
Thank You !!
gt is tanh not sigmoid bro.
ignore
Thank you Arnob. Your feedback made me to watch my video. That typo has been corrected immediately at 13:54 minutes.
why not making video in hindi it should be more clear when you made lectures in hindi
Thank you Priyanka for your suggestion. Keep Learning !!
BUT MOST OF THEM DONT KNOW HINDI
For one year you did not upload any video on any topic. Hope you are safe.
Thank you so much. Your message touched me. I am fine and hope you and your family doing good. Yes, could not uploaded many videos in last one year but 20 to 25 videos been uploaded on various topics, please see my playlist. Thank you again and love.
@@binodsuman you are great and your way of teaching is best love from Pakistan.
dekh rahe ho na binod 😂
😊
Binod
ha ha Binod