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

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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.

#lstm #lstmmodel #lstmalgorithm #lstmneuralnetwork #lstmarchitecture #lstmdeeplearning #lstmkeras

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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.

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

johnsonwalker

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.

kasra

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

kmnm

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!

AJWD

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

aashishchaubeyschannel

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!

hrishikeshbhagwat

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

GaetanoCarmeloLaDelfa

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

dasnil

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

nithinkandula

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

HouseofPassionEntertainment

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!

dien

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

NasimKhan-tkij

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

taqihussain

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!

ymgindia

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

aziausa

Extremely Lucid explanation ! Your videos are GOLD !

adityasinha

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.

taiconley

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

saikiranreddymekala

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 :)

PrajwalSingh

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

aryamankukal

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