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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：

1826 - Sequence Models 的 1850 个评论（共 3,832 个）

创建者 Guruprasad M H

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May 1, 2020

is challenging yet wonderfully understandable

创建者 Ulas M C

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Dec 11, 2019

Clear explanations and very helpful examples.

创建者 Nikhil V K

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Oct 25, 2019

Great course on Sequence Models by Andrew Ng.

创建者 Chen L

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Feb 13, 2019

很棒的課程，我也會推薦我的朋友來學習，時間序列模型真的相當有難度推薦有學習過的朋友來試試看

创建者 Zongyu Z

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Jan 10, 2019

Lots of materials and excellent case studies!

创建者 Balint D

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Apr 1, 2018

Great course, very good, practical exercises.

创建者 jiss r

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Mar 31, 2018

rigorous assignment of all 5 "totally useful"

创建者 Barthold A

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Feb 21, 2018

Excellent! Prof Ng and his team are the best!

创建者 Troy C

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Feb 27, 2024

Great intro to ML processing of data series!

创建者 Eveline S

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Feb 7, 2024

it was very difficult i am happy I passed it

创建者 AHMED S

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Nov 9, 2022

Trés excellent cours je les admire beaucoup.

创建者 camilo r

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Oct 16, 2022

It was a good overview on sequential models

创建者 SonJinyoung

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Aug 15, 2022

The perfect courses are leaded by Andrew Ng.

创建者 Gurpreet D

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Jul 5, 2022

very well explained and informational course

创建者 XinKai D

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Jul 6, 2021

This is the best AI course I have ever seen.

创建者 Charles X

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Jun 15, 2021

Nice and difficult. Hope to put it into use!

创建者 Enrique A

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Feb 7, 2021

Thank you Master Andrew, Thank you Coursera.

创建者 Satyam S

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Aug 20, 2020

very interesting NLP - RNN, LSTM, Seq-to-Seq

创建者 Joan S D P

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Jul 28, 2020

One of the best courses that i've ever taken

创建者 Elio M

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May 16, 2020

Thanks Andrew Ng for the excellent material!

创建者 Luca P

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Mar 29, 2020

Fascinating topics, incredible applications!

创建者 Can K

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Jul 4, 2019

Really helpful for learning the applications

创建者 徐雨臻

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Jun 26, 2019

Excelent courses, I learned a lot from them.

创建者 Brett D

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Jun 12, 2019

Some tricky issues to solve on the notebooks

创建者 Alessandro

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Jun 1, 2019

needed to work had for this, really great !!