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NN-IUST-4041

Neural Networks

Instructor: Dr. M. Davoodabadi

Head TA: A.H. Hosseini Jebbeli

Head TA: A. Kheyrkhah

Welcome to Neural Networks @ IUST

The official website for the Neural Networks course at the School of Computer Engineering, Iran University of Science and Technology (IUST). Instructor: Dr. Davoodabadi · Designed by A. H. Hosseini Jebbeli.

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Instructor

Marzieh Davoodabadi Farahani
Dr. M. Davoodabadi
— email: ma.davoodabadi@gmail.com — telegram-id: @MarziehDavoodabadi
Professor

Teaching Assistants

AmirHossein Hosseini Jebbeli
A.H. Hosseini
— email: AmirJebbeli77@gmail.com — telegram-id: @Amir_Jebbeli
Head TA
Alireza Khayrkhah
Alireza Khayrkhah
— email: alirezakheirkhah00@gmail.com — telegram-id: @Elninonine
Head TA
Amirreza Malakoutifar
A. Malakoutifar
— email: amirreza.25314@gmail.com — tel-id: @ThisisGregHouse
TA
Sadegh Poulaie
Sadegh Poulaie
— email: sadeghpoolaee@gmail.com — tel-id: @Sadegh369
TA
Kasra Shariati
Kasra Shariati
— email: chemistrylove.clash@gmail.com — tel-id: @Crazy_a...
TA
Mehrshad Fallah
Mehrshad Fallah
— email: fallahmehrshad768@gmail.com — tel-id: @mhrshd_fllh
TA
Nafiseh Ahmadi
Nafiseh Ahmadi
— email: nafiseh.ahmadi1802@gmail.com — tel-id: @nafiseh_ahm1
TA
Hossein Alaverdi
Hossein Alaverdi
— email: hossien.allahverdi@gmail.com — tel-id: @hossien1377a
TA
Somayeh Rezaie
Somayeh Rezaie
— email: rezaie.somayeh79@gmail.com — tel-id: --
TA
Aida Khaleghi
Aida Khaleghi
— email: aiida.khaleghi@gmail.com — tel-id: @aidakhaleghi
TA
Sayin A'la
Sayin A'la
— email: sayin.ala81@gmail.com — tel-id: @Sayin81mit
TA
Ali(Arsalan) Bagheri
Ali(Arsalan) Bagheri
— email: alibagheri79.ab@gmail.com — tel-id: @aibgr
TA
Arvin Sattari
Arvin Sattari
— email: arvin_satari@elec.iust.ac.ir — tel-id: @Arvin_Sat
TA
Mahdi Ghazavi
Mahdi Ghazavi
— email: mahdi_ghazavi@comp.iust.ac.ir — tel-id: @iMahdiGhazavi
TA
Amirmohammad Komijani
A.M. Komijani
— email: amir.m.k8011@gmail.com — tel-id: @AMKmj
TA
Younes Abdolmaleki
Younes Abdolmaleki
— email: younesabdolmalaky@gmail.com — tel-id: @younesab...
TA
Hojat Shahrabi
Hojat Shahrabi
— email: hojjat.shahrabi@gmail.com — tel-id: --
TA
Mohammadsadegh Nematpour
M.S. Nematpour
— email: mohamadnematpoor@gmail.com — tel-id: @msnp1381
TA
Tanya Robati
Tanya Robati
— email: tanyarobati@gmail.com — tel-id: @tanyarobati
TA

Slides & Videos

# Title Slides Lecture Videos TA Session Videos
Andrew NG the first four courses --- --- --- --- Course(1) Course(2) Course(3) Course(4) Open
A1 Feedforward, Backpropagation, Optimization Download(1) Download(2) Download(3) Open(1) Open(2) Open(3) Open
A2 Regularization, Dropout, Batch Normalization Download(1) Download(2) Open(1) Open(2) Coming Soon
A3 CNN ,Regularization (Layer norm, FRN, TRU), Keras Download(1) Download(2) Open(1) Open(2) Coming Soon
A4 Recurrent neural network (RNN) Download Open Coming Soon
A5 Attention mechanism, self-attention, S2S Download Open Coming Soon
A6 Transformers, BERT and GPT Download(1) Download(2) Open(1) Open(2) Coming Soon

Social Links & Course Resources

Assignments

Homework

Quiz

Exams

Course Policy

Full policy PDF: policy_NN4041_by_dr.Davoodabadi.pdf

Assessment