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

LSTM or long short term memory is a special type of RNN that solves traditional RNN's short term memory problem. In this video I will give a very simple explanation of LSTM using some real life examples so that you can understand this difficult topic easily. Also refer to following blogs to explore math and understand few more details.
colah.github.io/posts/2015-08-...
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[@codebasics]

Do you want to learn technology from me? Check codebasics.io/ for my affordable video courses

[@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

[@valdompinga3790]

ONG its just clean! Congrats.

[@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.

[@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!

[@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

[@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

[@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!

[@nithinkandula4346]

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

[@dasnil500]

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

[@shamiljamion2024]

Love how you teach these concepts through examples!

[@codebasics]

Glad it was helpful!

[@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!

[@HouseofPassionEntertainment]

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

[@GaetanoCarmeloLaDelfa]

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

[@aziausa]

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

[@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]

👍👍👍

[@adityasinha6049]

Extremely Lucid explanation ! Your videos are GOLD !

[@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

[@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

[@NasimKhan-tk3ij]

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

[@yiji2213]

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

[@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]

🤗🤗🙏

[@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!

[@saikiranreddymekala1346]

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

[@mohamedaziz3525]

This is The Most Clearest Explanation of LSTM ever , Thanks

[@miqdamjunaid1300]

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

[@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

[@maheshsonawane8737]

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

[@vinhnguyenuc2531]

The best LSTM explanation on KZbin!

[@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!

[@ahmedjamel421]

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

[@utkarshsingh2675]

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

[@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 !

[@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 :)

[@Vivekagrawal5800]

God level explanation if LSTM!! 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.

[@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

[@shauryaswami9223]

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

[@codebasics]

Glad you like them!

[@nazirabaz1580]

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

[@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!

[@jatayubaxi4553]

Excellent explanation. This is really an underrated channel.

[@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

[@hemantkumardas3333]

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

[@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

[@sagarbhamburkar1022]

Thank you so much for this amazing presentation of LSTM.

[@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

[@TheHijabTraveler]

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

[@codebasics]

Glad it was helpful!

[@koushik7604]

Simple and concise explanation, thank you

[@gusinthecloud]

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

[@codebasics]

Glad it was helpful!

[@pravindesai6687]

Great explaination of LSTM with help of examples .

[@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.

[@FragileAndFree]

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

[@codebasics]

Glad you liked it!

[@rogeriomoreira2323]

Perfeito! Thanks for the video and the paper! Terrific work to help newcomers to the AI world.

[@codebasics]

Glad to help!

[@ImthiasAhamed]

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

[@codebasics]

👍😊

[@karamsahoo6852]

this has got to be the most appetizing tutorial ever

[@codebasics]

Glad it was helpful!

[@mandarpatil2310]

A way for your teaching is awesome.

[@kylebutler5098]

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

[@codebasics]

Glad to hear it!

[@jongcheulkim7284]

Thank you so much. This is very helpful.

[@sanjayxgupta100]

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

[@aashiagarwal9870]

You are best. Thanks for explaining in easiest way.

[@codebasics]

Glad you enjoyed it

[@mahidahmed434]

Your explanation is awesome and I like the procedure of your teaching. Would you please suggest me a book from where I can learn RNN with theoretical knowledge?

[@petehall1900]

Thank you for helping us learn

[@mohamed_khoudjatelli9349]

Very helpful, thank you very much!

[@bahar4813]

Thanks a lot. you saved my time

[@sanjaychakrabortyaworldofc6953]

Very simple and brief explanation of LSTM

[@kisholoymukherjee]

Thanks for the amazing explanation.

[@prernagupta270]

its a great content to understand this topic well.

[@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!

[@SANJUKUMARI-vr5nz]

Really, you explained very clearly

[@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...

[@ManiKandan-lx9zg]

Truly truly helpful❤️

[@sandrafitri4973]

Thankyou sir, this awesome!!!

[@SimranUppal6991]

Simple and effective. I feel this series is a great model that is training my mind and I've got 1.00 accuracy!

[@anirbansarkar6306]

Really helpful. Thank you Sir

[@Rahulsircar94]

my basic knowledge of rnn and lstm is finally clear.

[@h__zzeelove969]

Exceptional deliverence ❤👍🏿

[@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 😉

[@prestige3371]

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

[@billyericksonsamosir551]

I will be working on my thesis with this method

[@parthagarwal4592]

Do you also love samosa Mr.Samosir ??

[@zachtheboss100]

Great explanation! Thank you!

[@codebasics]

Glad it was helpful!

[@tanishkarora]

wonderfully explained!

[@michl111086]

Amazing explanation!

[@hridyasobhanam3463]

Well explained.. thanks a lot

[@aashishdahiya4841]

Eagerly waiting.✌️✌️✌️✌️✌️

[@ashokbabug40]

Eagarly waiting for your easy explanation

[@devmaharaj1]

Definitely explained the Best !!!!!!!!!!!

[@codebasics]

Glad it was helpful!

[@MH-dr1py]

super amazing, thanks

[@shaashwataaudichya8608]

Very useful and clearly explained!

[@codebasics]

Glad it was helpful!

[@ehtishamasghar6222]

Nice explanation, thanks.

[@anujshah7350]

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

[@codebasics]

Glad you enjoyed it!

[@muskankhandelwal9555]

You'r the best !

[@RAMAYATRI]

wow !!! what an explanation , amazing

[@codebasics]

👍😊

[@AGnanaprakasam]

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

[@dr.p.m.ashokkumar5344]

Super Bro....Nice Simple and Effective Explanation

[@codebasics]

Thank you so much 🙂

[@hemalata1204]

Wonderful explanation Sir... by the way, I too love eating samosa😋 I just gave a seminar on this topic. Your lectures about RNN and LSTM helped me a lot... finally I rocked the presentation🥳...it's all because of your examples you gave🤩...very interesting👏🏻...I would love to listen to your videos more and more😊 Keep leading us👣 Once again thanking you💫

[@codebasics]

☺️👍

[@shaikansarbasha4169]

you are amazing sir, if I see video from your channel, I feel very happy, thank you for all your work

[@Official-tk3nc]

you guys even study?? I thought you guys go to only mad-rasna...

[@cae_account3508]

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

[@debatradas9268]

thank you so much

[@shubhayubose345]

Best explanation 🔥

[@dipankarmandal9442]

Thank you Sir.

[@arnabpersonal6729]

Too good illustration