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

Рет қаралды 394,302

Күн бұрын

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-...
Deep learning playlist: • Deep Learning With Ten...
Machine learning playlist : kzfaq.info?list...
#lstm #lstmmodel #lstmalgorithm #lstmneuralnetwork #lstmarchitecture #lstmdeeplearning #lstmkeras
Do you want to learn technology from me? Check codebasics.io/?... for my affordable video courses.
🌎 My Website For Video Courses: codebasics.io/?...
Need help building software or data analytics and AI solutions? My company www.atliq.com/ can help. Click on the Contact button on that website.
🎥 Codebasics Hindi channel: / @codebasicshindi
#️⃣ Social Media #️⃣
🔗 Discord: / discord
📸 Dhaval's Personal Instagram: / dhavalsays
📸 Instagram: / codebasicshub
🔊 Facebook: / codebasicshub
📱 Twitter: / codebasicshub
📝 Linkedin (Personal): / dhavalsays
📝 Linkedin (Codebasics): / codebasics
❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.

Пікірлер: 237

@codebasics 2 жыл бұрын

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

@johnsonwalker545 2 жыл бұрын

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

@codebasics 2 жыл бұрын

Glad it was helpful!

@alykotb9542 2 жыл бұрын

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 2 жыл бұрын

@@codebasics 100% the best explanation on KZfaq

@valdompinga3790 Жыл бұрын

ONG its just clean! Congrats.

@kasra01 Жыл бұрын

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.

@HouseofPassionEntertainment 3 жыл бұрын

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

@hrishikeshbhagwat3378 11 ай бұрын

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!

@aashishchaubeyschannel2676 3 жыл бұрын

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

@codebasics 3 жыл бұрын

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

@shamiljamion2024 3 жыл бұрын

Love how you teach these concepts through examples!

@codebasics 3 жыл бұрын

Glad it was helpful!

@kmnm9463 2 жыл бұрын

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

@AJWD 2 жыл бұрын

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!

@GaetanoCarmeloLaDelfa Ай бұрын

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

@ymgindia 2 жыл бұрын

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!

@taiconley3195 3 жыл бұрын

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 3 жыл бұрын

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

@nithinkandula4346 2 жыл бұрын

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

@adityasinha6049 2 жыл бұрын

Extremely Lucid explanation ! Your videos are GOLD !

@NasimKhan-tk3ij 5 ай бұрын

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

@aziausa 3 жыл бұрын

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

@mandarchincholkar5955 3 жыл бұрын

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

@codebasics 3 жыл бұрын

Glad it helped!

@vinhnguyenuc2531 Жыл бұрын

The best LSTM explanation on KZfaq!

@dasnil500 10 ай бұрын

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

@yiji2213 Жыл бұрын

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

@mohamedaziz3525 Ай бұрын

This is The Most Clearest Explanation of LSTM ever , Thanks

@taqihussain4595 2 жыл бұрын

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

@miqdamjunaid1300 2 жыл бұрын

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

@pritamaries 3 жыл бұрын

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 3 жыл бұрын

I am happy this was helpful to you.

@PrajwalSingh15 2 жыл бұрын

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 2 жыл бұрын

🤗🤗🙏

@utkarshsingh2675 Жыл бұрын

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

@aryamankukal1056 Жыл бұрын

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 2 жыл бұрын

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

@codebasics 2 жыл бұрын

Glad you like them!

@dien2971 2 жыл бұрын

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 2 жыл бұрын

👍👍👍

@saikiranreddymekala1346 2 жыл бұрын

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

@Vivekagrawal5800 2 жыл бұрын

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

@jatayubaxi4553 Жыл бұрын

Excellent explanation. This is really an underrated channel.

@ahmedjamel421 Жыл бұрын

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

@nazirabaz1580 2 жыл бұрын

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

@fernandosoldi4942 3 жыл бұрын

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 3 жыл бұрын

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 3 жыл бұрын

Thanks Binitia for your kind words and prayers :)

@sagarbhamburkar1022 Жыл бұрын

Thank you so much for this amazing presentation of LSTM.

@maheshsonawane8737 Жыл бұрын

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

@glaucolima3628 Жыл бұрын

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!

@koushik7604 2 жыл бұрын

Simple and concise explanation, thank you

@TheHijabTraveler 3 жыл бұрын

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

@codebasics 3 жыл бұрын

Glad it was helpful!

@ABHISHEKKUMAR-eg8pt 3 жыл бұрын

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 3 жыл бұрын

Glad it was helpful!

@pravindesai6687 2 жыл бұрын

Great explaination of LSTM with help of examples .

@karamsahoo6852 3 жыл бұрын

this has got to be the most appetizing tutorial ever

@codebasics 3 жыл бұрын

Glad it was helpful!

@Apollo-13164 2 жыл бұрын

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 2 жыл бұрын

☺️👍🙏

@Apollo-13164 2 жыл бұрын

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

@SaiKrishna-ik1ud 2 жыл бұрын

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 2 жыл бұрын

Glad you enjoyed it

@petehall1900 2 жыл бұрын

Thank you for helping us learn

@PinterestyArt 2 жыл бұрын

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

@adityahpatel 2 жыл бұрын

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!

@mandarpatil2310 2 жыл бұрын

A way for your teaching is awesome.

@kisholoymukherjee Жыл бұрын

Thanks for the amazing explanation.

@hemantkumardas3333 6 ай бұрын

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

@anirbansarkar6306 Жыл бұрын

Really helpful. Thank you Sir

@bahar4813 2 жыл бұрын

Thanks a lot. you saved my time

@jongcheulkim7284 2 жыл бұрын

Thank you so much. This is very helpful.

@mohamed_khoudjatelli9349 2 жыл бұрын

Very helpful, thank you very much!

@michl111086 Жыл бұрын

Amazing explanation!

@ehtishamasghar6222 2 жыл бұрын

Nice explanation, thanks.

@prestige3371 Жыл бұрын

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

@gusinthecloud 2 жыл бұрын

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

@codebasics 2 жыл бұрын

Glad it was helpful!

@dipankarrahuldey6249 2 жыл бұрын

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

@SANJUKUMARI-vr5nz 2 жыл бұрын

Really, you explained very clearly

@sanjaychakrabortyaworldofc6953 2 жыл бұрын

Very simple and brief explanation of LSTM

@ImthiasAhamed 2 жыл бұрын

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

@codebasics 2 жыл бұрын

👍😊

@aashiagarwal9870 2 жыл бұрын

You are best. Thanks for explaining in easiest way.

@codebasics 2 жыл бұрын

Glad you enjoyed it

@prernagupta270 2 жыл бұрын

its a great content to understand this topic well.

@rogeriomoreira2323 2 жыл бұрын

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

@codebasics 2 жыл бұрын

Glad to help!

@FragileAndFree 2 жыл бұрын

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

@codebasics 2 жыл бұрын

Glad you liked it!

@jennalynnicolas5389 3 жыл бұрын

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

@joviandsouza6008 3 жыл бұрын

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

@dec13666 2 жыл бұрын

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

@sanjayxgupta100 2 жыл бұрын

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

@h__zzeelove969 Жыл бұрын

Exceptional deliverence ❤👍🏿

@Rahulsircar94 2 жыл бұрын

my basic knowledge of rnn and lstm is finally clear.

@tanishkarora 2 жыл бұрын

wonderfully explained!

@ManiKandan-lx9zg 3 жыл бұрын

Truly truly helpful❤️

@shaashwataaudichya8608 2 жыл бұрын

Very useful and clearly explained!

@codebasics 2 жыл бұрын

Glad it was helpful!

@billyericksonsamosir551 3 жыл бұрын

I will be working on my thesis with this method

@parthagarwal4592 3 жыл бұрын

Do you also love samosa Mr.Samosir ??

@SimranUppal6991 4 ай бұрын

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

@paulpandi4700 3 жыл бұрын

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

@codebasics 3 жыл бұрын

I am happy this was helpful to you.

@zachtheboss100 2 жыл бұрын

Great explanation! Thank you!

@codebasics 2 жыл бұрын

Glad it was helpful!

@kylebutler5098 2 жыл бұрын

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

@codebasics 2 жыл бұрын

Glad to hear it!

@sandrafitri4973 3 жыл бұрын

Thankyou sir, this awesome!!!

@hridyasobhanam3463 3 жыл бұрын

Well explained.. thanks a lot

@MH-dr1py 2 жыл бұрын

super amazing, thanks

@ashokbabug40 3 жыл бұрын

Eagarly waiting for your easy explanation

@mahidahmed434 3 жыл бұрын

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?