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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,218 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

GA

Jul 14, 2021

the assignments were a really good format for someone who hasn't learned how to derive wrt multiple variables. It made sense to have the formulas provided to introduce a context for me: a developer.

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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2326 - 2350 of 3,839 Reviews for Sequence Models

By Rishabh A

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Mar 23, 2018

I loved this course.

By Ignacio M S

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Mar 2, 2018

Great Insights...!!!

By StudyExchange

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Feb 26, 2018

Thanks, Good course!

By Michael G

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Feb 16, 2018

Underwhelming finale

By Andrew S

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Feb 15, 2018

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By Hoàng V Đ

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Nov 1, 2025

a hardfought battle

By Somantha M

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Sep 2, 2025

Absolutely Amazing

By XiangFeng L

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Apr 16, 2024

Really very helpful

By oussama r

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Oct 12, 2022

Amazing course, Tnx

By Yosef A

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Nov 10, 2021

Wonderful Course!!!

By Ilias M N

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Aug 13, 2021

Tough but worth it!

By Bruce M

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Jul 21, 2020

Highly recommended.

By Carlos R P

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Apr 17, 2020

Very good materials

By MURALITHARAN S

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Jan 19, 2020

Nice Work Andrew NG

By Huynh B H

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Dec 14, 2019

this is very good !

By Udith D B H

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Oct 7, 2019

Best Course for DNN

By Mark L

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Sep 20, 2019

fantastic material.

By Bhishan P

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Sep 15, 2019

Very useful course.

By Kelly Y

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Aug 4, 2019

maybe too practical

By ABHI G

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Mar 24, 2019

I am Disciple of Ng

By Kak S

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Jan 19, 2019

Great and excellent

By RAHUL D K

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Jan 8, 2019

Very helpful course

By Rebeen A

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Dec 9, 2018

Thank you very much

By ROHIT

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Jun 14, 2018

Thank you Professor

By Cristian E M V

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Apr 15, 2018

You are fantastic!!