Fool-proof RNN explanation | What are RNNs, how do they work?

Ғылым және технология

Recurrent Neural Networks and their variants have been the superstars of AI in the last couple of years. But how do they work under the hood? What is their structure like? How do they learn? In this video, we will answer all of those questions, step-by-step. We will first see the difference between neural networks and recurrent neural networks. We will also look into types of RNN cells such as Simple RNN cells, LSTMs and GRU cells.
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Пікірлер: 49

  • @misraturp
    @misraturp Жыл бұрын

    🤔 Curious about deep learning? Start with the Fundamentals of Deep Learning booklet to learn the essentials in 25 pages misraturp.gumroad.com/l/fdl

  • @user-uq9rp2xy1p
    @user-uq9rp2xy1p3 ай бұрын

    there are several contents on RNN which does not explain the intuition but yours is the best content i've seen which gives you the intuition and concepts in a short video thanks a lot

  • @khd_edu
    @khd_edu3 ай бұрын

    In only 3 minutes, I understood the concept that I couldn't understand in hours of lectures. Good Girl!

  • @misraturp
    @misraturp2 жыл бұрын

    Hope this explanation was helpful for you! Did you hear anything for the first time in this video?

  • @Christina-xr6rd
    @Christina-xr6rd2 жыл бұрын

    Ahh this is exactly what I needed! Thank you so much for explaining RNNs in such a clear way :) Keep up the great work - I'm sure it's much appreciated by lots of viewers!

  • @misraturp

    @misraturp

    2 жыл бұрын

    That’s great to hear Christina! I’m glad it was helpful. :)

  • @user-ne6mo2ey2u
    @user-ne6mo2ey2u7 ай бұрын

    Very intuitive explanation, espeically with your interpretation! Keep up the great work :)

  • @farzinjafari5224
    @farzinjafari5224Ай бұрын

    Very clear description, thank you!

  • @lfmtube
    @lfmtube2 жыл бұрын

    High quality content and very well explained. I saw about 10 different videos of RNN and by far this is the best. thanks a lot!

  • @misraturp

    @misraturp

    2 жыл бұрын

    That's great to hear, thank you!

  • @OmkarPawale-ok4xt
    @OmkarPawale-ok4xt Жыл бұрын

    crystal clear explaination of RNN !!! Thank You so much ❣

  • @shekharn2602
    @shekharn26029 ай бұрын

    Amazing Explanation!! 👏

  • @siddharthkumar5206
    @siddharthkumar5206 Жыл бұрын

    Thank you. This was precisely the explanation I was looking for: especially how the input is handled in terms of time-steps..

  • @misraturp

    @misraturp

    Жыл бұрын

    You're very welcome!

  • @patloeber
    @patloeber2 жыл бұрын

    Awesome video!!! Eagerly waiting for the next one on this channel :)

  • @misraturp

    @misraturp

    2 жыл бұрын

    Thank you Python Engineer!

  • @sachinprabhusachinprabhu007
    @sachinprabhusachinprabhu0072 жыл бұрын

    Hello Misra 🙂🌻 Thank you so much for concise summary on RNN and variants 🎉

  • @misraturp

    @misraturp

    2 жыл бұрын

    You are very welcome. :)

  • @python2448
    @python24482 жыл бұрын

    That's a very important topic. This video inspires me to add RNN to my code demonstration library. Thanks.

  • @misraturp

    @misraturp

    2 жыл бұрын

    Awesome to hear!

  • @techelefant9868
    @techelefant98682 жыл бұрын

    you are doing awesome job, thank you !

  • @misraturp

    @misraturp

    2 жыл бұрын

    Thanks Tech Elefant!

  • @nebojsabacanin8920
    @nebojsabacanin8920 Жыл бұрын

    Very well and clearly explained. Thanks

  • @misraturp

    @misraturp

    Жыл бұрын

    You're welcome!

  • @guru_bro
    @guru_bro9 ай бұрын

    Good explanation.

  • @BlitzHitz
    @BlitzHitzАй бұрын

    Thank you for sharing this.

  • @frommarkham424
    @frommarkham424Ай бұрын

    WE MAKING IT OUTTA THE AGI WITH THIS ONE🗣🗣🗣🗣💯💯💯💯🔥🔥🔥🔥

  • @user-gq8sh1tc4q
    @user-gq8sh1tc4q5 ай бұрын

    thats so clear explanation! It would be awesome to give a real example with sequential data where you have vectors with the weights.

  • @jerem1208
    @jerem12082 жыл бұрын

    Thank you for your amazing explanations ! I have now a better understanding of LSTM thanks to you clarity.

  • @misraturp

    @misraturp

    2 жыл бұрын

    That's great to hear Jérémy!

  • @aakashdusane
    @aakashdusane8 ай бұрын

    Wow! You explained this so much better than Lex Fridman :D So easy to understand

  • @akillarazarar
    @akillarazarar2 жыл бұрын

    This is awesome! Thank you!!

  • @misraturp

    @misraturp

    2 жыл бұрын

    Thanks! and you are very welcome :)

  • @danielcanedo5240
    @danielcanedo5240 Жыл бұрын

    Very Good explained

  • @misraturp

    @misraturp

    Жыл бұрын

    Thanks!

  • @frommarkham424
    @frommarkham424Ай бұрын

    this tutorial is fire

  • @rishidixit7939
    @rishidixit79398 ай бұрын

    Highly Underrated Channel. Just one thing to ask how many layers are there in each RNN as you wrote weight matrices are all same since its actually only one cell. Also when then input from last timestamp comes how is it simultaneously passed along with other input. Are both vectors added ?

  • @seattledude2022
    @seattledude20227 ай бұрын

    Your video just proved me a fool. I now understand it

  • @VadimChes
    @VadimChes4 ай бұрын

    Explanation is fine. Only one wish is to make some insulation in the studio to avoid big echo

  • @JessWLStuart
    @JessWLStuart7 ай бұрын

    I read the title and thought: "Fool-proof? Well, I'm a fool! I better watch this!"

  • @etain8605
    @etain86052 жыл бұрын

    thanks

  • @misraturp

    @misraturp

    2 жыл бұрын

    You're very welcome!

  • @miras3780
    @miras37804 ай бұрын

    hi there, may I ask if RNN (particularly LSTM) can be trained as any NN for both classification and detection? like can I classify action and detect say face ?

  • @mehdismaeili3743
    @mehdismaeili37432 жыл бұрын

    Hi, thanks for your helpful videos, you are very smart and beautiful.

  • @misraturp

    @misraturp

    2 жыл бұрын

    Great to hear you like the videos!

  • @ericbroun4657
    @ericbroun46572 жыл бұрын

    💯💯💯💯💯💯

  • @misraturp

    @misraturp

    2 жыл бұрын

    Thank you!!

  • @Mike-rw8if
    @Mike-rw8if2 жыл бұрын

    I am from india i am in 10th grade i know little python i wanna become a data scientist can i take this course? On your website in this your official website i hope?? Please give me a reply?

  • @misraturp

    @misraturp

    2 жыл бұрын

    Hey Mike, yes the link in the description is my official website. :)

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