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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,137 ratings

About the Course

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering. The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career....

Top reviews

NM

Feb 20, 2018

Hope can elaborate the backpropagation of RNN much more. BP through time is a bit tricky though we do not need to think about it during implementation using most of existing deep learning frameworks.

SB

Feb 18, 2018

Loved the course - it was very interesting. It is also pretty complex, so will probably go through it again to review the concepts and how the models work. Thank you for this wonderful course series!

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2901 - 2925 of 3,824 Reviews for Sequence Models

By Sun J

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Mar 25, 2018

good

By Lie C

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Mar 4, 2018

nice

By Xiujia Y

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Mar 2, 2018

good

By Tất T V

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Feb 11, 2018

good

By Han C

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Feb 6, 2018

Good

By Nurtas K

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Mar 9, 2025

мрм

By Shakirullah K

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Feb 11, 2025

n/a

By 华卓隽

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May 13, 2019

666

By 莫毅啸

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Aug 3, 2018

ths

By 黄家鸿

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Jun 12, 2018

非常好

By 雷后超

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Apr 20, 2018

666

By Sylvain D

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Feb 12, 2018

top

By 杨天奇

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Apr 11, 2025

很好

By DuongTHQE180049

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Mar 5, 2025

ok

By Souleymane D

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Sep 8, 2022

ok

By Mohamed M

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Sep 27, 2020

<3

By Parth S

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Jan 3, 2020

kk

By Ming G

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Aug 26, 2019

gj

By Pham X V

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Nov 6, 2018

:

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By Amira K

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Jun 12, 2025

-

By Wassana K

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Jun 7, 2021

By Srikanta P S

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Apr 15, 2021

A

By Abdou L D

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Jul 15, 2020

-

By Jainil K

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Aug 11, 2019

-

By Musa A

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Jul 9, 2019

A