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

4.8
25,012 個評分
2,931 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....

熱門審閱

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.

JY

Oct 30, 2018

The lectures covers lots of SOTA deep learning algorithms and the lectures are well-designed and easy to understand. The programming assignment is really good to enhance the understanding of lectures.

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2801 - Sequence Models 的 2825 個評論(共 2,904 個)

創建者 Pankaj R

May 08, 2018

Require a little depth, considering the complexibility. At least 4 Week course should be their instead of 3

創建者 Gargi V

Feb 07, 2020

There were a lot of issues with the notebook especially, for the week 3. The concepts were well explained.

創建者 Mikko L

Apr 14, 2018

Would have required more of the "intuition" building material. Worst of the 5 course series, but still ok!

創建者 Shengyu H

Feb 06, 2020

Contents are way too easy and the video recordings are often a bit broken (repetition, blank audio, etc.)

創建者 Alexander B

Feb 14, 2018

incredibly boring. I mean at some task you literally asked to type in "= False" instead "= None". Really?

創建者 Jinxi W

Feb 20, 2018

There are some mistakes need to be correct in the assignments. Still a lot of improvements can be made.

創建者 Yao G

Sep 12, 2018

The assignments should be improved. More prep on Keras will help improve the efficiency of learning.

創建者 Kabakov B

Aug 30, 2020

The practical tasks is bad. You are simply needed to rewrite formulas to python most of the time.

創建者 Benoit D F

Mar 19, 2018

Very interesting topic but coding exercices and quizzes were a bit clunky and in need for ironing

創建者 Andrei M

Jun 18, 2018

The content is super interesting, but the assignments are more of the same 'fill in the blank'.

創建者 Lars O A

May 29, 2018

Put to much focus into getting the Keras code to work instead of truly learning the algorithms.

創建者 Nagaraj R

Jan 23, 2019

I found this very hard to follow along. The concepts were too heavy and needs a slower pace.

創建者 Sidharth S

Dec 23, 2018

Really Nice course. Could have been more fun if Keras and it's functioning had more focus.

創建者 Uttam r

Mar 26, 2018

Course is got but grader compilations are horrible spent more time on them than the course

創建者 Juan I G P

Mar 13, 2019

Not as good as structured in explanation nor in programming assigments as the last ones.

創建者 Mohsin J

Jun 07, 2018

This is only good enough, not good course. All previous ones were 5 stars, definitely!

創建者 Thomas P

Apr 09, 2020

Overall a great class. I had some trouble understanding the programming assignments.

創建者 Archana A

Oct 07, 2019

This felt the the least prepared and organized course of the series, unfortunately.

創建者 Sebastien C

Aug 18, 2020

Good theoretical overview - project just require you to fill in lines of code

創建者 Samit H

Aug 18, 2020

I found this course boring and also too many assignments in a single week.

創建者 Tushar B

Jun 12, 2018

Issues with assignments. Took more than 4 hours to figure out the problem.

創建者 Saeif A

Jan 03, 2020

This was the least clear course among the others. The others were great!

創建者 Ragav S

Sep 18, 2019

Would like to learn a bit on how back-prop works when using attention.

創建者 Gaetan J d B

Jun 17, 2019

fairly more complex and deeper as previous courses. Nice ex. however.

創建者 Yun W

Apr 06, 2019

I feel this course is not as carefully designed as previous courses