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学生对 DeepLearning.AI 提供的 Sequence Models 的评价和反馈

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31,178 个评分

课程概述

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....

热门审阅

NM

Feb 20, 2018

Hope can elaborate the backpropagation of RNN much more. BP through time is a bit tricky though we do not need to think about it during implementation using most of existing deep learning frameworks.

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

筛选依据：

1551 - Sequence Models 的 1575 个评论（共 3,832 个）

创建者 Abdelrahman A N

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Dec 1, 2024

Prof. Andrew is the best, Thank you for the great opportunity.

创建者 Ankit S

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May 29, 2024

Brilliant course material and hats off to all the assignments.

创建者 Xiaolin W

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Mar 23, 2023

Thank you very much for this series of specialization courses!

创建者 Prodosh N

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Nov 13, 2022

Excellent course and explained in detail with good Assignments

创建者 Pushkar A

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Sep 28, 2022

Highly informative, elaborate and interesting way of teaching

创建者 Антон В С

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Dec 30, 2020

Brilliant course which get introduction into RNN architecture.

创建者 Nishit S

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Sep 24, 2020

Best Course Ever! The assignments were soo cool and intresting

创建者 Archit R

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Aug 17, 2020

Programming assignments were real good. well explained course.

创建者 Wenlin Z

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May 18, 2020

close to industrial scenario, and introduce the essence of rnn

创建者 Pradeep I

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Apr 19, 2019

Create a strong foundation in the area of sequential modelling

创建者 Munshi I H

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Apr 19, 2019

A great set of courses. Prof. Ng truly connects with students.

创建者 Mohammed A

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Jul 8, 2018

Loved the Speech Recognition Example. Well organized. Thanks !

创建者 Suman C

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Apr 10, 2018

One of the best courses, really beautifully done by Andrew Ng.

创建者 Zach P

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Feb 14, 2018

Great course--well taught, practical and interesting material.

创建者 Jaskeerat S

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Apr 26, 2025

Learned alot from Andrew and really excited to build projects

创建者 AVIJIT J

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Oct 27, 2023

Very good learning, very effective, nothing better than this.

创建者 beomseok l

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Aug 22, 2023

Greate Course I've ever had.

Thanks, Andrew and other staffs.

创建者 Liwen C

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Jul 19, 2023

This is probably the best Deep Learning Course Series online.

创建者 Stanley N

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Dec 31, 2022

Thanks for taking your time to make this course. Very Helpful

创建者 Alexsi B

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Dec 26, 2020

I think it is the best specialization where you can start off

创建者 Switt K

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Oct 20, 2020

This was a tougher course than the others but still worth it.

创建者 Thành C V

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Oct 14, 2020

It is a good course about deep learning. Thank you very much!

创建者 Glendon H

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Aug 13, 2020

Andrew is awesome! As always. Love what I learned. Thanks!

创建者 Juan P U C

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Jul 13, 2020

Excellent course with interesting applications and exercises!

创建者 Zainullah K

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Jul 11, 2020

All I had to say THANK YOU, Prof Andrew NG, for your efforts.