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

4.8
19,818 個評分
2,183 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.

JR

May 26, 2019

I am so grateful that Andrew and the team provided such good course, I learn so much from this course, I am so excited that see the wake word detection model actually work in the programming exercise

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2076 - Sequence Models 的 2100 個評論(共 2,161 個)

創建者 Iván V P

Feb 18, 2018

Several grader issues, only 3 weeks of work, and a lot of errors in the solutions... In addition, less content than in the other courses...

創建者 Hang Y

Aug 24, 2018

Compared with previous courses, this one seems to be rushed. The focus on applications seems to be much higher than the theoretic side.

創建者 Yash R S

May 09, 2018

Not as great as the other courses in the specialisation. The assignments can be a little off putting, but lectures are top class again.

創建者 Ankit S

Jul 17, 2018

Assignments are not up t the mark.. Expected to have high vocabulary size word embedding assignment, Machine Translation assignments

創建者 Nachiketa

Feb 16, 2018

This course was good but in comparison to the other courses in the deeplearning course series, this course lacked adequate depth.

創建者 1140325971

Jan 23, 2020

The course is a good course because the lecture Ng.W ,but the exercises is not easy for our beginers for such tools like kears.

創建者 Seng P T P P

Nov 08, 2019

The programming assignments in this course are difficult to implement. The detail descriptions are needed inside the notebooks.

創建者 Thomas N

Mar 09, 2018

Good subject, but a lot of the course material (like lecture slides and problem sets) was either unavailable or out of date.

創建者 Søren M

Feb 16, 2018

Not as good as the previous courses in the series, and some of the assignments where broken, and super hard to debug.

創建者 Rudolf S

Jul 15, 2019

Quite a lot of bugs in the first week examples. It took me too much time until I browsed the discussion forums.

創建者 Maysa M G d M

Jun 25, 2018

I think you have to know more keras than is explained in the course. The keras documentation it is not enough.

創建者 Michael K

Aug 06, 2018

Assignments are very buggy and instructions misleading or incomplete. However the core material is excellent

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 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