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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,172 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

EM

Jun 13, 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

SS

Dec 15, 2018

Please work on getting the notebooks to work properly. Also very bummed that after canceling my subscription, I won't have access to my homeworks. You guys should give us lifelong access - we paid!

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2176 - 2200 of 3,832 Reviews for Sequence Models

By Ejiro O

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Jul 1, 2019

The rigor is worth it 100%!

By Joseph L

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Apr 25, 2019

This course is very useful.

By Ashok R A

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Mar 23, 2019

Excellent Course. Thank you

By Ale D

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Mar 23, 2018

Great course! really useful

By vikrant s

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Mar 11, 2018

bring more awesome courses.

By Bruce D

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Mar 2, 2018

Great class, learned a lot.

By PRASHANT K R

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Feb 21, 2018

nice like previous courses.

By Saurabh S

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Jul 20, 2025

Great and nice explanation

By Hieu T D

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Apr 21, 2023

This course is very good !

By Duc A L

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Nov 24, 2021

I love Transformer lecture

By Ibadurrahman

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Jan 20, 2021

nice specialization course

By Leonardo S N

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Dec 27, 2020

Super, extremelly good !!!

By Roy C

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Sep 7, 2020

very good lectures and lab

By Nhan L

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Jun 11, 2020

Thanks. I've learned a lot

By Sooraj S

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May 25, 2020

Complex topics made simple

By Vatsalya G

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May 22, 2020

Great course for beginners

By Basit R S

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Apr 23, 2020

Great learning experience!

By kripa s

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Mar 1, 2020

As usual one of the best..

By Nikita S

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Jan 22, 2020

It is a really good course

By Alice I S

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Aug 22, 2019

I learned a lot. Thank You

By Phua Y T

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Aug 14, 2019

Great learning experience.

By Nishant P

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Jun 2, 2019

Great introduction to NLP.

By 杨伟

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Mar 14, 2019

A Very Excellent Course!!!

By Lin Z

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Feb 26, 2019

Very useful and practical!