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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,131 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

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.

EM

Jun 12, 2019

A really joyful introduction in the Sequence Models, such as RNNs, LSTM etc. Sometimes the assignments got a little hard and with patience and help from forums, it gets achievable! Thanks again! :D

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2601 - 2625 of 3,821 Reviews for Sequence Models

By CK S (

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Jul 26, 2018

Very Useful!

By ZHANG C

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May 22, 2018

Great course

By Jurassic

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Apr 25, 2018

great course

By Chao H

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Apr 23, 2018

great course

By Noah W

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Mar 18, 2018

Very useful!

By Alex G

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Mar 5, 2018

Masterpiece!

By Jesús B R

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Oct 10, 2025

I loved it!

By Jaskirat S

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Jul 28, 2025

Amazing !!!

By Shreya B

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Jun 28, 2025

Nice Course

By Arham A

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Jan 22, 2025

best course

By VUDAYAGIRI L

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Jan 8, 2025

most useful

By bhattarai a

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May 4, 2023

Really Good

By Hong J C 陳

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Sep 25, 2022

Very Useful

By yanzheng x

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Sep 3, 2022

Super good!

By 林轶林

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Aug 15, 2022

Nice Course

By SADOUNE A

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Aug 11, 2022

its amazing

By Guangyu L

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Apr 12, 2021

Very useful

By Yingjie D

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Oct 12, 2020

nice course

By Oriol A L

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Sep 26, 2020

Really good

By Furqan A K R

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Aug 30, 2020

Best course

By Abraham L

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Aug 7, 2020

Helps a lot

By Kushagr n

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Jul 15, 2020

best course

By Divyam S

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Jul 8, 2020

A Must do!!

By Shanky g

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May 24, 2020

good course

By Dheeraj K J

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Apr 17, 2020

good course