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学生对 deeplearning.ai 提供的 序列模型 的评价和反馈

4.8
27,656 个评分
3,302 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

WK

Mar 13, 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!

JY

Oct 29, 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.

筛选依据:

2876 - 序列模型 的 2900 个评论(共 3,305 个)

创建者 Sven S

Aug 9, 2019

a lot to learn, content is well presented as usual. one of the assignments requires rework

创建者 朱涧江

Mar 20, 2018

Seem like not as good as before course,Wait so much time but is not clear as course before

创建者 Sarang P

Nov 17, 2020

Trigger word detection assignment notebook has some bugs. Had a hard time submitting it

创建者 Glorian Y

Oct 30, 2019

There are many bugs in the assignment. Else, the material content and videos are great!

创建者 Ryan B

Mar 19, 2019

Really good but I guess you should teach more about how to apply all these models more.

创建者 Sig I

May 17, 2022

Decent introduction but the material presented needs more time and training to absorb.

创建者 Zhe C

Nov 4, 2018

Too many errors are in assignments. Also, Some APIs from Keras are not well explained.

创建者 Ankoor B

Feb 21, 2018

The assignment code instructions (specifically the code comments were very confusing).

创建者 Moustafa S

Jun 22, 2020

it was hard to catch up to all the new stuff, but as a first step, it's not that bad.

创建者 Ming M

Jan 14, 2019

I feel the programming assignments should be revised. I have encountered many errors.

创建者 Hector M

Feb 19, 2018

There were a couple of problems with the grader that made this course less enjoyable.

创建者 Javier L P

Apr 17, 2020

Missing the notes in between the videos like in the Intro to Machine Learning course

创建者 Keith L

Sep 12, 2018

some of the auto graders were a bit buggy, but overall loved the course and material

创建者 bangdasun

Feb 19, 2018

Nice content. Spend some time on homework since I'm not very familiar with keras.

创建者 Yu L

May 21, 2020

coding style is out-of-date. Could the TA update the coding homework regularly?

创建者 Boyu L

Mar 15, 2018

I wish there was a more thorough tutorial on the Keras programming environment.

创建者 Saurabh

Feb 11, 2018

Another awesome course. But I feel Word Embeddings part could have been better.

创建者 Moustapha M A

Mar 14, 2018

A very good course in terms of application , again Dr. Ng did an excellent job

创建者 Umair

Nov 27, 2020

This is amazing course with much more interesting labs and practical examples

创建者 Kevin H

Mar 8, 2019

The course is great but I was hoping to have a part about time series inside.

创建者 Ernesto G d l P

Apr 24, 2021

Few bugs with some jupyter notebook assignments, otherwise ... great course!

创建者 Henry L

Dec 27, 2020

It's pretty difficult for me, but I learn a lot of knowledge in this course.

创建者 Keith J

Jul 27, 2020

Great Course on giving an Introduction to RNN and basic NLP architectures !!

创建者 Yogesh J

May 26, 2020

Please allow students to complete assignment from scratch. Without any help.

创建者 venkata k S

Jun 28, 2019

A lot of spoonfeeding. Stuck at optional exercises and a lot of wasted time.