Simple Explanation of LSTM | Deep Learning Tutorial 36 (Tensorflow, Keras & Python)

[@codebasics]

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[@johnsonwalker545]

First of all, I have never seen a video that explains LSTM in such a simple and understandable way. Thanks again

[@codebasics]

Glad it was helpful!

[@alykotb9542]

yes, really a great explanation in a very simple way with a practical example that makes you understand what LSTM is exactly. Maybe the best on youtub!!

[@seandmello3793]

@@codebasics 100% the best explanation on KZbin

[@valdompinga]

ONG its just clean! Congrats.

[@aashishchaubeyschannel2676]

Your explanation drew a blueprint and the article painted a clear picture. This is a deadly combination to understand LSTM!! Highly suggested! Thanks 😊

[@codebasics]

Glad it was helpful! I appreciate you leaving a comment of appreciation

[@HouseofPassionEntertainment]

A better video to understand about LSTM in whole youtube is just a dream

[@NasimKhan-tk3ij]

Learning LSTM from a tutorial was a great way to expand my knowledge and challenge myself.

[@kasra01]

You explain machine learning concepts very well. You use a real-life example to help teach a concept. It's a valid point that avoiding complex mathematics helps to maintain simplicity. Your videos provide me with a solid understanding of the concept, and while further details may be available in other videos, I appreciate the foundation your videos have given me.

[@dasnil500]

Wow. First time I understood the concept of LSTM in a clear and concise manner. Just Wow

[@nithinkandula4346]

dude this is amazing...this is one of the best simple explanation of lstm over the internet

[@Apollo-13164]

iv been searching online for the past 3 hours for a simple explanation on how lstm work and you did it in 15 m absolutely amazing

[@codebasics]

☺️👍🙏

[@Apollo-13164]

@@codebasics is their any chance you can send me the slideshow I will be so grateful

[@shamiljamion2024]

Love how you teach these concepts through examples!

[@codebasics]

Glad it was helpful!

[@vinhnguyenuc2531]

The best LSTM explanation on KZbin!

[@abdelrhmantarek5950]

Thank you for this incredible explanation of LSTM! The way you break down complex concepts into easy-to-understand steps is truly amazing. I really appreciate the effort you put into making this tutorial so accessible and engaging!

[@mohamedaziz3525]

This is The Most Clearest Explanation of LSTM ever , Thanks

[@yiji2213]

This is the best explanation about LSTM I have ever seen !

[@GaetanoCarmeloLaDelfa]

the clearer explanation I've ever seen! You address the things I didn't understand in a really clear way!

[@aryamankukal1056]

the fact that a middle or high schooler (like myself) can grasp all these concepts through these videos speaks volumes about your brilliant way of teaching, I really appreciate you putting this content out for free, the amount of work you put into all this is frankly mindblowing

[@dien2971]

As a new member goes into LSTM knowledge, this video helps me gaining foundation and overall view of how does LSTM work, so I can read articles more smoothly ! ! Thanks a lot!

[@codebasics]

👍👍👍

[@karamsahoo6852]

this has got to be the most appetizing tutorial ever

[@codebasics]

Glad it was helpful!

[@mandarchincholkar5955]

This is excellent! I watched many videos on RNN but didn't understand anything. But this video is savior for me. Thanks alot.❤️

[@codebasics]

Glad it helped!

[@PinterestyArt]

I am about to submit my thesis in a couple of days, and I have to try LTSM model on my dataset. This video is too easy to understand. THanks a lot

[@kmnm9463]

HI , This is just amazingly perfect. Anyone looking for resources to understand LSTM, will not get anything else better than this. The search for the best LSTM resources ends with this tutorial. Great work Dhaval ji. I have been watching all your series on ML and DS, and now DL as well. I had also looked at the LSTM link mentioned here, and must say yours is better than that. :) :). Hats off. Krish

[@adityahpatel]

Dhavalbhai is like Feynman, the famous physicist who was famous not just for winning Nobel prize in Physics but also for simplifying toughest topics in electromagnetism for laymen!

[@jatayubaxi4553]

Excellent explanation. This is really an underrated channel.

[@saikiranreddymekala1346]

Watching your videos is like a cakewalk toward understanding ML and AI... Thank you ...

[@taiconley3195]

This series has been absolutely terrific. Thank you for building such great content. Would you consider building a video to describe 2 topics. 1) How to deal with big data that can't be loaded into memory. Ie, how to use TF data and TF Record. 2) How to think about ML Ops.

[@codebasics]

Thanks tai, I will note down these topics and get to them in future

[@jackbyrnes3223]

Fantastic video, thank you. Much more intuitive description of LSTM than my University course provided.

[@utkarshsingh2675]

much better explanation than several videos !!....thanks !

[@adityasinha6049]

Extremely Lucid explanation ! Your videos are GOLD !

[@SaiKrishna-ik1ud]

You are really amazing. teaching difficult topics in a very simple way. I never forget LSTM specially samosa from india and pasta from italy.

[@codebasics]

Glad you enjoyed it

[@chun-tekuo5185]

Thank you for this video! way better explanation than my graduate school professor!

[@RawanAlfaraj]

Watching this during the day in Ramadan and seeing the samosa example 🤤

[@taqihussain4595]

Thank you so much please continue with your great work. i was tired of people just using same dated explanation of LSTMs.I love your vidoes

[@gusinthecloud]

You made an excellent video tutorial because you have a gift. You born to be teacher

[@codebasics]

Glad it was helpful!

[@ahmedjamel421]

You are a hero. The most excellent explanation I have ever watched

[@AJWD]

Wow, this is great! I was taking classes on RNN and was so confused over LSTM and this was explained in such an easy manner!

[@aziausa]

Thank you so much. I have been following you since start of my data science program.

[@prestige3371]

This dudes camera is insanely crispy my god.... Bravo

[@anujshah7350]

14 minutes video did not felt like it. excellent video.

[@codebasics]

Glad you enjoyed it!

[@paulpandi4700]

Was searching for this topic n yt suggestion brought me here. The best best ... explanation ever thanks a lot lot.

[@codebasics]

I am happy this was helpful to you.

[@rehaanbobyjoseph2872]

Amazingly succinct explanation! Thanks a lot for posting this.

[@h__zzeelove969]

Exceptional deliverence ❤👍🏿

[@rajvijaymaharajwala]

This video was Awesome... Also Credit to Krish Naik as well as he published the video with similar example and resource 1 year ahead of you...

[@Rahulsircar94]

my basic knowledge of rnn and lstm is finally clear.

[@shaiksuleman3191]

u and krish are eyes of datascience.Teaching should be in the blood. Your teaching has no more questions.Those who are dislike are like finding the color of water

[@hemantkumardas3333]

You are explaining the topic very well sir, as compared to my institute... I love your story telling... Thanks 🙏

[@PrajwalSingh15]

One of the best, simplest and intuitive video for LSTM. After watching this, it's easy to follow all the maths involved in it. Thanks :)

[@codebasics]

🤗🤗🙏

[@maheshsonawane8737]

Bro very nice , i never find such explanation on LSTM. Mathematical explanation nailed . your applied examples makes it easy to understand.👏👏👏👏👏👏👏👏👏

[@ImthiasAhamed]

Thank you Dhaval Sir, for such a clear explanation of LSTM

[@codebasics]

👍😊

[@jackbyrnes3223]

Thanks!

[@billyericksonsamosir551]

I will be working on my thesis with this method

[@parthagarwal4592]

Do you also love samosa Mr.Samosir ??

[@hrishikeshbhagwat3378]

What an awesome explanation! Nothing is better than seeing everything in the context of a practice example. I am so glad I stumbled upon your video!

[@pravindesai6687]

Great explaination of LSTM with help of examples .

[@FragileAndFree]

Finally i got some idea of lstm coz of this! Great one👍

[@codebasics]

Glad you liked it!

[@sanjaychakrabortyaworldofc6953]

Very simple and brief explanation of LSTM

[@TheHijabTraveler]

You actually explain this a lot better than my lecturer. Thank you!

[@codebasics]

Glad it was helpful!

[@ABHISHEKKUMAR-eg8pt]

I really liked your explanation with example. I had been trying to understand the concept since some time but I feel this is the first I have understood the concept. Thanks a lot for the video.

[@codebasics]

Glad it was helpful!

[@Vivekagrawal5800]

God level explanation if LSTM!! Thank you so much!!

[@mandarpatil2310]

A way for your teaching is awesome.

[@cae_account3508]

do not wanna spoil it but someone here really likes samosas ;) thanks for the vid, very helpful

[@Vikram-wx4hg]

Why did we have a after ? (1:30 onwards) A wonderful example and explanation Dhaval!

[@sushrutgaikwad8425]

Yeah, I was wondering about the same. Did you get the answer?

[@Vikram-wx4hg]

@@sushrutgaikwad8425 I think that is a mistake. It should be h3, h4, h5…

[@miqdamjunaid1300]

Simplified, example driven and understandable video. Superb!!!

[@dr.p.m.ashokkumar5344]

Super Bro....Nice Simple and Effective Explanation

[@codebasics]

Thank you so much 🙂

[@jennalynnicolas5389]

I love your videos, very helpful. Do you have a CNN-LSTM image classification for a time-series type of data video tutorial?

[@joviandsouza6008]

Hi Jennalyn, I am also working on a similar project, could you share some resources

[@dec13666]

Have you checked videos 22 through 27, on this same playlist? If you add them, an image classificator with CNN will be no problem 😉

[@aashiagarwal9870]

You are best. Thanks for explaining in easiest way.

[@codebasics]

Glad you enjoyed it

[@sanjayxgupta100]

Very good explanation, Thanks for recording and sharing this video.

[@ymgindia]

Hi, This is amazing , you know you are really helping me and others like me to save our time and energy wondering and getting confused over the topics like this, good work and Thank you So much!

[@pritamaries]

I am a newcomer to your channel, I must say "amazing work !!" Your videos cover the fundamentals which I love, by the way. As this knowledge helps fine tune the models. Than Q.

[@codebasics]

I am happy this was helpful to you.

[@koushik7604]

Simple and concise explanation, thank you

[@yasserothman4023]

how do you know which word to discard and which to memorize ?

[@Sophisticatedlyours]

Thank you so much for every single video you created and posted for free. learned a lot from you . you are doing a great service for the students . may you always be blessed with great health and good fortune.

[@codebasics]

Thanks Binitia for your kind words and prayers :)

[@ITFA]

What’s the best deep dive into the underlying maths/stats?

[@sagarbhamburkar1022]

Thank you so much for this amazing presentation of LSTM.

[@nazirabaz1580]

Thanks for your contribution. Indeed, you are doing a great job.

[@ghanshamchanpani5929]

Brilliant explanation. Thank you,

[@sagarrokad9791]

Great video.... just one part I didn't understand....how it can be possible 5 activation function in single layer ? Can anyone please explain me...like There is only single layer...but you first used sigmoid to discard the word then sigmoid + tanh to memorize the new word....so is it possible to have 5 activation function in single layer ?

[@kylebutler5098]

this is astonishing. Thank you so much, this video helped me a lot

[@codebasics]

Glad to hear it!

[@absarrahman9177]

Subscribed ❤️❤️❤️❤️❤️ Keep up the good work

[@codebasics]

🙏👍

[@SANJUKUMARI-vr5nz]

Really, you explained very clearly

[@sidd-AI-n-ART]

can you explain presence of 2 gates for the input part , that is why 2 (sigmoid and tanh ) are present and not just one sigmoid for adding new information

[@quant-prep2843]

yeah he skipped it , because he dont know

[@michl111086]

Amazing explanation!

[@glaucolima3628]

thank you for this video. very good explanation of the basic concepts I realy appreciate all the effort you add on it. thank you again!

[@AGnanaprakasam]

Can I use the R2 value to measure the accuracy of the LSTM model in time series prediction?

[@shaashwataaudichya8608]

Very useful and clearly explained!

[@codebasics]

Glad it was helpful!

[@petehall1900]

Thank you for helping us learn

[@shauryaswami9223]

Love your explanations!!! Super easy to understand concepts of simple and complex topics. Thank you! : )

[@codebasics]

Glad you like them!

[@kisholoymukherjee]

Thanks for the amazing explanation.

[@anirbansarkar6306]

Really helpful. Thank you Sir

[@SaiKrishna-ik1ud]

Can you make some videos to through some industrial work exposure.

[@ehtishamasghar6222]

Nice explanation, thanks.

[@arnabpersonal6729]

Too good illustration

[@shubhayubose345]

Best explanation 🔥

[@dipankarrahuldey6249]

Unbelievably simplified.. Thanks a ton. If you could add the Biderectional LSTM concept too, would have been a complete demonstartion of lstms I guess

[@tanishkarora]

wonderfully explained!

[@prernagupta270]

its a great content to understand this topic well.

[@fernandosoldi4942]

Man you are amazing, i`m in the 9 video of your data science playlist and i can`t wait to finish the course and continue watching your videos to learn more and more about this fantastic topic. Regards and best wishes !

[@bahar4813]

Thanks a lot. you saved my time

[@zachtheboss100]

Great explanation! Thank you!

[@codebasics]

Glad it was helpful!

[@o__bean__o]

Can you make video about LightBGM,CatBoost, Xg boost, Gradient boost algorithm

[@codebasics]

Yes point noted

[@o__bean__o]

@@codebasics thanks sir

[@pendigouw8378]

Please make video explanation about manual process from the actual data become prediction data (time series data)

[@poojita6609]

Thankyou sir for your nice explanation. Please explain bi lstm sir...