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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,209 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

PG

Jan 25, 2019

This was a tough one. The specialization is well structured and slowly progresses in terms of complexity. Having worked on RNN, i thought I would ace the projects. Different story though at the end

CD

Sep 27, 2018

Great hands on instruction on how RNNs work and how they are used to solve real problems. It was particularly useful to use Conv1D, Bidirectional and Attention layers into RNNs and see how they work.

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2201 - 2225 of 3,837 Reviews for Sequence Models

By Lin Z

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Feb 26, 2019

Very useful and practical!

By Dipak K S

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Feb 7, 2019

The course was challenging

By Tran T D

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Jul 30, 2018

very good course again!!!!

By WANG H

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Feb 14, 2018

Excellent course, thanks !

By Budidha B C

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Jan 10, 2026

I love the way they teach

By Aryan K

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Jun 19, 2025

This course was very good

By 설영

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Aug 25, 2024

I want pytorch version PA

By Maaz A

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Jan 25, 2023

excellent course delivery

By Saad T

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Oct 25, 2020

loved learning from great

By Ankur K B K D

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Oct 5, 2020

Grateful for this course.

By Adeeb B I

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Apr 16, 2020

It is very helpful course

By Andre v d W

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Mar 18, 2020

Great course. Thank you!!

By switch

•

Mar 6, 2020

WOW, I am now a beginner!

By Konstantinos

•

Dec 13, 2019

Awesome. Thank you Andrew

By Shawn H

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Nov 29, 2019

Another fantastic course!

By Rodrigo C d S

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Nov 26, 2019

Keep the good job, folks!

By Anupam P

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Aug 26, 2019

Great Course. Loved it :)

By Ryan D

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Aug 23, 2019

Excellent course overall!

By David F

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May 10, 2019

My favorite of the series

By Yunxiang L

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Aug 29, 2018

超级棒，简单易懂。哈哈哈~刷完了好开心，感谢恩达！

By Yee S N

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Jul 22, 2018

Nothing short of awesome!

By Jay C

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Mar 26, 2018

Great Learning Experience

By Abdallah B

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Mar 15, 2018

Thank you for this class!

By Makoto W

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Feb 17, 2018

I hope speak more slowly.

By ARIHANT S

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Aug 17, 2025

great conceptual clarity