Simple Explanation of GRU (Gated Recurrent Units) | Deep Learning Tutorial 37 (Tensorflow & Python)

Поділитися
Вставка
  • Опубліковано 22 сер 2024
  • Simple Explanation of GRU (Gated Recurrent Units): Similar to LSTM, Gated recurrent unit addresses short term memory problem of traditional RNN. It was invented in 2014 and getting more popular compared to LSTM. In this video we will understand theory behind GRU using a very simple explanation and examples.
    Do you want to learn technology from me? Check codebasics.io/... for my affordable video courses.
    LSTM Video: • Simple Explanation of ...
    Deep learning playlist: • Deep Learning With Ten...
    Machine learning playlist: www.youtube.co...
    #gatedrecurrentunits #grudeeplearning #gruarchitecture #grulstm #grurnn
    🌎 Website: codebasics.io/...
    🎥 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'.

КОМЕНТАРІ • 36

  • @codebasics
    @codebasics  2 роки тому +2

    Check out our premium machine learning course with 2 Industry projects: codebasics.io/courses/machine-learning-for-data-science-beginners-to-advanced

  • @khushpatelmd
    @khushpatelmd 3 роки тому +2

    Thank you for giving this for free and helping millions!!

  • @vincent_hall
    @vincent_hall Місяць тому

    Thanks blood.
    Very nice.

  • @L9X
    @L9X 3 роки тому +9

    Oh my god. i have used GRUs plenty of times, and I knee thr math behind thr GRU and alwayd used to consider the gates in regards to flow of gradients... but now after watching this video I also understand the gates in regards to flow of information! Amazing video. any chance we could get a video on some more spicy RNN cells like PeepHoleLSTM, Echo State Networks, or even NAS Cells?

  • @shreyasb.s3819
    @shreyasb.s3819 3 роки тому +4

    Thanks a lot. Very nice explained.
    I need some more videos on following topics
    1. Embedding layer word2vec - theory and practical
    2. LSTM practical
    3. Sentimental analysis project end to end

  • @aloksheth7477
    @aloksheth7477 2 роки тому +5

    Very nice explanation for GRU. Can you provide practical implementation for GRU?

  • @mohamedibrahimbehery3235
    @mohamedibrahimbehery3235 3 місяці тому

    Man you're awesome! Thanks!

  • @ms.divyasharma5325
    @ms.divyasharma5325 3 місяці тому

    very well explained

  • @tongz1044
    @tongz1044 2 роки тому

    Very intuitive and helpful! Thank you!

  • @komalrane7683
    @komalrane7683 3 роки тому +1

    Beautifully explained! Thankyou for all your efforts

  • @shauryaswami9223
    @shauryaswami9223 2 роки тому

    Excellent explanation of GRU and refresher on LSTM. Thanks you!

  • @Nikman1991
    @Nikman1991 Рік тому

    Good job, great examples!🤙

  • @JourneyMindMap
    @JourneyMindMap 2 роки тому

    you made it look easy

  • @5c1_ganesh5
    @5c1_ganesh5 Рік тому

    I have passed my exam Tanq so much bro

  • @himanshubhusanrath2492
    @himanshubhusanrath2492 2 роки тому

    wonderful explanation. Especially the graphics

  • @younessaznag470
    @younessaznag470 3 роки тому

    Greetings to you from Morocco

  • @abhijeetmishra3795
    @abhijeetmishra3795 3 місяці тому

    Greetings from Bihar, IIIT BHAGALPUR

  • @ck13514
    @ck13514 2 роки тому

    Amazing Explanation

  • @hrishavsahu9485
    @hrishavsahu9485 2 роки тому

    Keep up the good work ✌️

  • @aswanidevipatnala5598
    @aswanidevipatnala5598 2 роки тому

    Well explained sir. 👌

  • @emonfromearth
    @emonfromearth 3 роки тому

    Eagerly waiting for this :D

  • @tauhidullahshah7280
    @tauhidullahshah7280 3 роки тому

    I believe the next thing will be the Transformer model in this series. Plz do it

  • @farzadtb
    @farzadtb 2 роки тому

    Thanks a lot for your video! yet please check some of your diagrams again, you have forgot to put arrows before summation operations in some places

  • @debatradas9268
    @debatradas9268 2 роки тому

    thank you so much

  • @saishastech8023
    @saishastech8023 3 роки тому

    thank for sharing, informative video, keep going, new friend here

  • @chandrasekhar5406
    @chandrasekhar5406 2 роки тому

    Thank You Sir..

  • @jaspalpatel4506
    @jaspalpatel4506 3 роки тому +1

    what is your system specification ??/

  • @vigneshgvs
    @vigneshgvs 2 роки тому

    Sir, when will you upload video on ResNet?

  • @DD-lz5qi
    @DD-lz5qi 5 місяців тому

    7:24

  • @RAZZKIRAN
    @RAZZKIRAN 3 роки тому

    language model videos BERT, theory and practical in python online hate detection in NLP

  • @jimnason7293
    @jimnason7293 Рік тому

    RoboJsngo knows what Samosa is, and what it means to be ethnic indian, thus he would tie the somosa to india just property relationship. 🙂

  • @shaikansarbasha4169
    @shaikansarbasha4169 3 роки тому

    waiting for coding

  • @MGupta-mk4ne
    @MGupta-mk4ne 3 роки тому

    Yaar why can't my professors explain it this clearly

  • @rashedulalam6406
    @rashedulalam6406 2 роки тому

    Pls do in hindi 😢pls pls pls pls pls pls pls pls 🙏

  • @speak_charlie
    @speak_charlie Рік тому

    👍🏿👍🏿👍🏿