Chevron Left
返回到 Sequence Models

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

4.8
27,123 个评分
3,230 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.

SS
Jan 1, 2020

Learnt a lot about new concepts in RNN and LSTM. Really wanted to learn about these models. This course helped a lot. Everything was new and so fascinating. Loved this course and our teach Andrew NG.

筛选依据:

3101 - Sequence Models 的 3125 个评论(共 3,224 个)

创建者 Laurent B

Jan 12, 2021

Only on NLP applications, it would have been great to apply GRU or LSTM on numerical data like finance for example.

创建者 Devansh K

Sep 20, 2020

The content covered is interesting, but I feel like the explanations are not as intuitive as the previous 4 courses

创建者 Sandeep P

Jul 27, 2020

Nice but little stressful. After completing 5 courses in a row, really feeling exhausted. Thanks for the good work.

创建者 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.

创建者 SHALEEN A

Oct 3, 2020

the videos are programming assignments need some serious updates, too many typos and wrong information present

创建者 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.

创建者 Raghav G

Jul 13, 2020

An average course, it is detailed though some of the ending materials get too difficult for me to comprehend.

创建者 Mikey K

Aug 6, 2018

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

创建者 PANKAJ R

May 8, 2018

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

创建者 Gargi V

Feb 7, 2020

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

创建者 Mikko L

Apr 14, 2018

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

创建者 Shengyu H

Feb 6, 2020

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

创建者 Alexander B

Feb 14, 2018

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

创建者 Jinxi W

Feb 20, 2018

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

创建者 Yao G

Sep 12, 2018

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

创建者 Kabakov B

Aug 30, 2020

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

创建者 Benoit D F

Mar 19, 2018

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

创建者 Andrei M

Jun 18, 2018

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

创建者 Lars O A

May 29, 2018

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

创建者 Nagaraj R

Jan 23, 2019

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

创建者 Anmol D

Mar 21, 2021

Theory explained in a better way, but practicals could have been more involved and better.

创建者 Sidharth S

Dec 23, 2018

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

创建者 Uttam R

Mar 26, 2018

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

创建者 Juan I G P

Mar 13, 2019

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

创建者 Mohsin J

Jun 7, 2018

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