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学生对 deeplearning.ai 提供的 Sequence Models 的评价和反馈

4.8
27,116 个评分
3,227 条评论

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

AM
Jun 30, 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.

JS
Jul 12, 2020

brilliant course, great quality instruction from Andrew Ng. The only faults are that some of the labs have not been supervised properly being a but buggy and a couple of later lectures were very dry.

筛选依据:

2726 - Sequence Models 的 2750 个评论(共 3,222 个)

创建者 Ahmed N

Oct 2, 2018

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

创建者 Filippo V

May 19, 2020

Exercises' grader didn't accept all the functions correctly, lose much time searching in the discussion.

Too many corrections in the way

创建者 Heinz D

Jul 9, 2020

Great instructor, good and challenging assignments. Thank you!

The grader problem in the Dinosaur Island should be solved once for all.

创建者 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.

创建者 Carlos D C

Sep 19, 2021

Great course (except from the last assignment, that was extremely difficult in comparison to other assigments). Totally recomended!!!

创建者 Tommy S

Aug 9, 2018

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

创建者 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).

创建者 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

创建者 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.

创建者 Jinfeng X

Nov 29, 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.

创建者 Marvin J A

Mar 7, 2020

Besides some technical difficulties in the notebook (and some minor details in the video quality) the course was very informative!

创建者 Alexander T

Jan 2, 2019

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

创建者 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

创建者 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.

创建者 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.

创建者 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.

创建者 Alisa K

Feb 7, 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.

创建者 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.

创建者 Vanja T

Feb 18, 2018

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

创建者 Amit R B

Jan 28, 2020

Excellent course overall, but the programming assignments left me feeling a it unprepared considering the previous lectures.

创建者 Siddharth

May 27, 2020

Very nicely explained and grateful for that. However, The assignements are little hard to follow from the previous courses.

创建者 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!

创建者 Marijan S

Apr 9, 2020

Some excercizes were subpar, and some were not interesting, but all in all very good course in which one can learn so much

创建者 Vamsi V

Oct 6, 2019

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

创建者 Shubhankar K

Jun 29, 2021

A little much in not so much amount of time. Could have had more videos. Otherwise great course and great course material