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

  Рет қаралды 134,885

codebasics

codebasics

Күн бұрын

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'.

Пікірлер: 39
@codebasics
@codebasics 2 жыл бұрын
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 жыл бұрын
Thank you for giving this for free and helping millions!!
@shreyasb.s3819
@shreyasb.s3819 3 жыл бұрын
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 3 жыл бұрын
Very nice explanation for GRU. Can you provide practical implementation for GRU?
@L9X
@L9X 3 жыл бұрын
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?
@5c1_ganesh5
@5c1_ganesh5 Жыл бұрын
I have passed my exam Tanq so much bro
@abhijeetmishra3795
@abhijeetmishra3795 6 ай бұрын
Greetings from Bihar, IIIT BHAGALPUR
@younessaznag470
@younessaznag470 3 жыл бұрын
Greetings to you from Morocco
@shauryaswami9223
@shauryaswami9223 2 жыл бұрын
Excellent explanation of GRU and refresher on LSTM. Thanks you!
@JourneyMindMap
@JourneyMindMap 2 жыл бұрын
you made it look easy
@komalrane7683
@komalrane7683 3 жыл бұрын
Beautifully explained! Thankyou for all your efforts
@ms.divyasharma5325
@ms.divyasharma5325 7 ай бұрын
very well explained
@vincent_hall
@vincent_hall 4 ай бұрын
Thanks blood. Very nice.
@himanshubhusanrath2492
@himanshubhusanrath2492 3 жыл бұрын
wonderful explanation. Especially the graphics
@tongz1044
@tongz1044 2 жыл бұрын
Very intuitive and helpful! Thank you!
@farzadtb
@farzadtb 2 жыл бұрын
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
@ck13514
@ck13514 2 жыл бұрын
Amazing Explanation
@tauhidullahshah7280
@tauhidullahshah7280 3 жыл бұрын
I believe the next thing will be the Transformer model in this series. Plz do it
@mohamedibrahimbehery3235
@mohamedibrahimbehery3235 6 ай бұрын
Man you're awesome! Thanks!
@Nikman1991
@Nikman1991 2 жыл бұрын
Good job, great examples!🤙
@aswanidevipatnala5598
@aswanidevipatnala5598 2 жыл бұрын
Well explained sir. 👌
@saishastech8023
@saishastech8023 3 жыл бұрын
thank for sharing, informative video, keep going, new friend here
@codebasics
@codebasics 3 жыл бұрын
Stay connected
@jackbyrnes3223
@jackbyrnes3223 2 ай бұрын
Thanks!
@chandrasekhar5406
@chandrasekhar5406 2 жыл бұрын
Thank You Sir..
@hrishavsahu9485
@hrishavsahu9485 2 жыл бұрын
Keep up the good work ✌️
@vigneshgvs
@vigneshgvs 2 жыл бұрын
Sir, when will you upload video on ResNet?
@jaspalpatel4506
@jaspalpatel4506 3 жыл бұрын
what is your system specification ??/
@debatradas9268
@debatradas9268 3 жыл бұрын
thank you so much
@tahmidislam9646
@tahmidislam9646 2 ай бұрын
Is there any code available for this lesson?
@emonfromearth
@emonfromearth 3 жыл бұрын
Eagerly waiting for this :D
@TheeSurferJim
@TheeSurferJim Жыл бұрын
RoboJsngo knows what Samosa is, and what it means to be ethnic indian, thus he would tie the somosa to india just property relationship. 🙂
@RayFischel
@RayFischel 2 ай бұрын
060 Tommie Circles
@shaikansarbasha4169
@shaikansarbasha4169 3 жыл бұрын
waiting for coding
@RAZZKIRAN
@RAZZKIRAN 3 жыл бұрын
language model videos BERT, theory and practical in python online hate detection in NLP
@MGupta-mk4ne
@MGupta-mk4ne 3 жыл бұрын
Yaar why can't my professors explain it this clearly
@speak_charlie
@speak_charlie Жыл бұрын
👍🏿👍🏿👍🏿
@rashedulalam6406
@rashedulalam6406 2 жыл бұрын
Pls do in hindi 😢pls pls pls pls pls pls pls pls 🙏
@DD-lz5qi
@DD-lz5qi 8 ай бұрын
7:24
Симбу закрыли дома?! 🔒 #симба #симбочка #арти
00:41
Симбочка Пимпочка
Рет қаралды 4,4 МЛН
Don't underestimate anyone
00:47
奇軒Tricking
Рет қаралды 16 МЛН
The Ultimate Sausage Prank! Watch Their Reactions 😂🌭 #Unexpected
00:17
La La Life Shorts
Рет қаралды 8 МЛН
Gated Recurrent Unit | GRU | Explained in detail
14:59
Learn With Jay
Рет қаралды 3,1 М.
ML Was Hard Until I Learned These 5 Secrets!
13:11
Boris Meinardus
Рет қаралды 340 М.
[GRU] Applying and Understanding Gated Recurrent Unit in Python
21:11
AI, Machine Learning, Deep Learning and Generative AI Explained
10:01
IBM Technology
Рет қаралды 564 М.
Long Short-Term Memory (LSTM), Clearly Explained
20:45
StatQuest with Josh Starmer
Рет қаралды 603 М.
Attention is all you need explained
13:56
Lucidate
Рет қаралды 85 М.