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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

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!

SN

Mar 30, 2020

It's an exciting course to learn about sequence models. The assignment illustrate the concept via step by step to understand how to implement how to implement the models and process the input data.

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1726 - 1750 of 3,824 Reviews for Sequence Models

By Miguel G S

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Apr 21, 2025

The transformer pratical exercise could be improved

By Ashish C

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Dec 30, 2022

Thank you for providing these high-quality courses.

By Kossi A

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Sep 3, 2022

It was a great course. Thank you for the training.

By VUTHEA V

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Apr 30, 2021

Thank your Prof. Andrew NG. You are my inspiration.

By Shreyas N

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Jul 16, 2020

Very informative, Concepts are elucidated very well

By Ajay T

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May 28, 2020

Thank you so much...This specialization was awesome

By Dr. V S R

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May 9, 2020

Thank you Sir. I learnt a lot from Sequence models.

By Fernando O

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May 2, 2020

It was an amazing experience !!!

Thank you Dr Ng !!!

By Anthony D

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Jan 19, 2020

Excellent!

Gave me good understanding of LSTM / GRU.

By Sagar K

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Apr 15, 2019

The most difficult, and the best one of the series.

By 张若驰

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Mar 29, 2019

I really thank you for providing the amazing course

By Sun C

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Aug 7, 2018

Useful, since I am developing my own sequence model

By 王煜杰

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Apr 28, 2018

因为Coursera提交的问题，本该一周前就通过的认证硬是拖了一周，回家用windows电脑搞定的，真

By Tech S

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Jul 12, 2025

but not good for poor people , we need cetificates

By SASWATA M

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Feb 1, 2025

best course on deep learning and sequential models

By Tan C K

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Nov 27, 2021

It is an excellent course. Straight to the points,

By Lagan S

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Aug 25, 2020

Loved it , looking forward to more implementation.

By Alexandru L

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Aug 20, 2020

Nice explications with good examples ! I recommend

By GAURAV K

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Jul 12, 2020

Thank you very much for such specialization course

By Efraín M M

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Jun 18, 2020

Excellent course, materials and problem exercises.

By David L

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May 12, 2020

I really enjoyed the course. Highly recommendable.

By Ritesh K

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Apr 12, 2020

this course has been amazing as the previous ones.

By THANT H M

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Mar 8, 2019

One of the best online teaching and learning site.

By Flávio R A

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Nov 8, 2018

Great course! The practical exercises are awesome!

By Leonardo L

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Oct 11, 2018

I am missing a video of a hero of deep learning :(