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

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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.

#gatedrecurrentunits #grudeeplearning #gruarchitecture #grulstm #grurnn

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

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

shauryaswami
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Beautifully explained! Thankyou for all your efforts

komalrane
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Very intuitive and helpful! Thank you!

tongz
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wonderful explanation. Especially the graphics

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

aloksheth
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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?

LX
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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

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

tauhidullahshah
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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

farzadtb
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I have passed my exam Tanq so much bro

c_ganesh
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Sir, when will you upload video on ResNet?

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

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

RAZZKIRAN
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Yaar why can't my professors explain it this clearly

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

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

rashedulalam