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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,102 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

JR

May 25, 2019

I am so grateful that Andrew and the team provided such good course, I learn so much from this course, I am so excited that see the wake word detection model actually work in the programming exercise

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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3476 - 3500 of 3,818 Reviews for Sequence Models

By Ganesh

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Sep 6, 2019

Good place to get back to basics

By Belén C S F

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Oct 27, 2018

not as good as the rest of the 5

By Marc M

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Jan 8, 2021

Good course to introduce to NLP

By Alvin K

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Oct 25, 2020

This was really a great course.

By Mirta M R H

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Aug 26, 2020

Excelente curso, aprendí mucho.

By Bourne

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May 7, 2018

课程很棒，内容很多，但是作业编程的提示有些少，耽误了不少时间

By Aung T P

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Nov 12, 2024

Details explanation about LLM

By Sudikshan R

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Sep 15, 2020

I finally have a superpower!!

By Tien N V

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Jul 8, 2020

Really helpful and intersting

By Siyavash T

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Jun 20, 2018

Quite a good course overall.

By Kong L

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Jun 3, 2018

difficult to understand well

By Jean M A S

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Mar 10, 2018

As always, amazing content !

By Radu I

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Feb 20, 2018

Cool course, learned LSTMs.

By gaozhipeng

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Feb 18, 2018

amazing introduction to RNN

By Shashidhara K

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Feb 13, 2018

more exercise would be nice

By Jatin J

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Jul 18, 2025

course is good but too old

By 封智博

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Jun 3, 2020

希望讲得更细一些，多给一写intution帮助理解

By Prateek N

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Oct 3, 2018

Assignments are awesome!

By Xavier W

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Feb 3, 2018

It's really interesting!

By Md. M R

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Oct 7, 2020

Andrew Ng. is too good.

By Enyang W

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Sep 17, 2019

it is really not easy..

By Ashit G

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May 13, 2019

more material is needed

By kumar s

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Dec 12, 2018

Good work by Andrew NG.

By 김진수

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Mar 10, 2019

It was a great lecture

By shuxiao C

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Jun 16, 2020

希望编程部分可以更加自由, 做填空题没意思