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

4.8
31,176 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:

1451 - Sequence Models 的 1475 个评论(共 3,832 个)

创建者 Renzo B

Nov 19, 2019

Excellent Course! I have nothing more to say. Thank you Sir Andrew Ng!

创建者 Юрий П

Aug 3, 2019

Exceptional review of the state-of-the-art techniques! Got me inspired

创建者 Ramesh M

Jun 3, 2019

The best content i can find and its taught by Andrew Ng, my favourite.

创建者 jason z

Mar 26, 2019

Cover many important topics.

Need more explanation on attention network

创建者 Edwin V

Mar 24, 2019

Good course. Have a better understanding of RNN now, and terminology.

创建者 jia-you, C L

Nov 2, 2018

this course is helpful learning basic sequence data,Thanks for courser

创建者 dsp

Sep 24, 2018

Well structured. Full of good and interesting content. Very enjoyable.

创建者 Andrew B

Sep 7, 2018

Quick course on Sequential models. Assignments are set up pretty well.

创建者 liangyi

Jul 26, 2018

Compared to the other four courses,I think this course little abridged

创建者 Robin L

May 9, 2018

a bit hard, but no one else can explain things like how andrew does it

创建者 Willem v G

Apr 10, 2018

Excellent course as usual. Very to-the-point and pragmatic instructor.

创建者 Gael H

Feb 23, 2018

Excellent course, couldn't find this quality of teaching anywhere else

创建者 Yash K

May 25, 2025

great course by Andrew Ng, I wish I should have taken it more earlier

创建者 Z W

Aug 25, 2024

Very helpful, especially the quizzes and grading assignments! Thanks!

创建者 Ravi T

Jul 27, 2024

As usual, Andrew Ng san has delivered again. The course was awesome !

创建者 Jaison G

Aug 15, 2021

Nice knowledge! Now I understand more about current NLP state of Art!

创建者 Hari K

Apr 3, 2021

Finally...a course that is challenging enough in this specialization!

创建者 rajkumar p

Jun 17, 2020

Very good course through which I got good knowledge of Deep learning.

创建者 rabeya s l

May 10, 2020

I am really thankful to Dr Andrew for such a well constructed course.

创建者 Yang M

Apr 12, 2020

Very grateful to Andrew ! Excellent journey ! Great help to the world

创建者 wajih h

Aug 26, 2019

it was outstanding experience. I made a living by taking this course.

创建者 Jenhan T

Jun 12, 2019

By far the most intuitive explanation of sequence models I have seen.

创建者 Dusan J

Mar 8, 2018

Very pleasant introduction to the field of recurrent neural networks!

创建者 Shane K

Nov 27, 2024

some great content for learners who are serious about deep learning.