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學生對 deeplearning.ai 提供的 Sequence Models 的評價和反饋

4.8
19,017 個評分
2,055 條評論

課程概述

This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications in speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and many others. You will: - Understand how to build and train Recurrent Neural Networks (RNNs), and commonly-used variants such as GRUs and LSTMs. - Be able to apply sequence models to natural language problems, including text synthesis. - Be able to apply sequence models to audio applications, including speech recognition and music synthesis. This is the fifth and final course of the Deep Learning Specialization. deeplearning.ai is also partnering with the NVIDIA Deep Learning Institute (DLI) in Course 5, Sequence Models, to provide a programming assignment on Machine Translation with deep learning. You will have the opportunity to build a deep learning project with cutting-edge, industry-relevant content....

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AM

Jul 01, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

WK

Mar 14, 2018

I was really happy because I could learn deep learning from Andrew Ng.\n\nThe lectures were fantastic and amazing.\n\nI was able to catch really important concepts of sequence models.\n\nThanks a lot!

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1701 - Sequence Models 的 1725 個評論(共 2,031 個)

創建者 余洋

Aug 29, 2019

The assignments of this course "Sequence Models" require sufficient knowledge of Keras and Tensorflow, which is not friendly to beginners.

創建者 Dongliang L

Jun 28, 2019

There are some problems in the code of the assignments, as well as the expected outputs, which costs a lot of time for me to figure out.

創建者 Ahmed N

Oct 02, 2018

Very Awesome Course i got knowledge about Sequence to Sequence models and how they works in practical software . Thanks to Prof.Andrew.

創建者 Chuanxiao X

Jul 29, 2018

Everything is great except the last assignment - trigger word detection is hard to save and submit, and i can't even open it sometime.

創建者 Tommy S

Aug 10, 2018

Parts of the critical details are a little vague, but the intuition and experience provided are extremely valuable and useful for me!

創建者 Nisar S

Mar 18, 2018

Found it a bit harder to follow along. I believe this topic needs a more indepth treatment and possibly more time (4 weeks at least).

創建者 Niklas V

Nov 20, 2018

Really good course, but the audio quality (repetitions, periods of silence etc) was decreasing over the course of the specialization

創建者 Allan C M

Apr 18, 2018

The exercises are somewhat tough for this exercise I think the time should be extended by one week extra to complete the assignment.

創建者 Jinfeng X

Nov 30, 2019

The material is great. On the other hand, if we could get a lecture on Keras, it would help us work on the programming assignments.

創建者 Alexander T

Jan 02, 2019

Overall well executed course and sequence. You'll pick up RNN essentials and use Keras/Tensorflow to work through simple examples.

創建者 raghuveer n

Feb 18, 2018

Video editing is bad and assignments have lots of inconsistent wording and bugs, apart from that knowledge wise really good course

創建者 Sudhir K

Dec 23, 2019

Course was very good and I learned a lot. I think assignments can be more open ended to encourage students to try multiple ideas.

創建者 Vaibhav C

Feb 20, 2018

Assignments were confusing in when they seemed to work but graded wrong and sometimes they were graded correct but didn't work.

創建者 GOURAB G R

Feb 16, 2018

Some programming assignments have few errors in them (wrong equations, wrong expected output etc.) which need to be corrected.

創建者 Alisa K

Feb 08, 2018

This course is very useful!!! I want to give you 5 stars but there are a lot of bugs on your practice course. Please check it.

創建者 Samuel W

Aug 24, 2018

Great course. My only complaint is about the assignments. The weren't as polished as in other courses in this specialization.

創建者 Vanja T

Feb 18, 2018

There were some puzzling parts to the programming assignments (number of trainable parameters), but overall very good course.

創建者 Joachim A

Dec 21, 2018

I am grateful for this course, it literally is redefining my career and what I want to do. Thanks for the excellent course!

創建者 vamsi v

Oct 06, 2019

assignments were good if there is any direct interaction, taking input from the writer itself will be too much excitement.

創建者 Himanshu A

Sep 28, 2018

Good introduction to RNNs, text/music generation, NLP etc.

Very comprehensible for intermediates and even beginners in ML.

創建者 Qiang C

Feb 26, 2018

The low-level framework, such as torch, should be used in the assignment. keras is complicated to understand for newbie.

創建者 Holman B

Mar 15, 2019

Had some issues related with the jupyter notebook. Sometimes I had to restart the kernel to get the keras model working

創建者 Marcin K

Sep 30, 2019

Last notebook causing server problems. Large amount of material (theory) covered by compressed programming excercises.

創建者 Naveen K m

Jul 07, 2019

Great course content and well explained by Andrew, looking forward to apply the learning to solve real world problems.

創建者 Agustín D

Apr 10, 2018

Some items on the assignments were confusing or misleading. But the content of the course was rich and well explained.