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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.

SD
Sep 27, 2018

Great hands on instruction on how RNNs work and how they are used to solve real problems. It was particularly useful to use Conv1D, Bidirectional and Attention layers into RNNs and see how they work.

筛选依据:

2901 - Sequence Models 的 2925 个评论(共 3,221 个)

创建者 tusheng w

Apr 18, 2018

useful to familiar with RNN, GRU, LSTM and so on.

创建者 SuperChen

Feb 12, 2018

Exercises are a bit tough and misunderstanding...

创建者 Wan N

Apr 15, 2020

It will be nice if the videos are more detailed.

创建者 Marco M

May 17, 2018

The course was really interesting and well done

创建者 David L

Jun 4, 2019

One task has a bug and impossible to complete.

创建者 Chen L

Apr 6, 2018

hope there are more projects about time series

创建者 Erick Z

May 18, 2019

The programming assingments have some errors.

创建者 Mohit K

Jul 4, 2018

Amazing Course with Awesome practice problems

创建者 Jayadev H

Mar 3, 2018

not as fun as CNN course but still so useful!

创建者 Ray

Apr 18, 2020

a little bit too hard for the sequence model

创建者 Nitin J

Apr 17, 2019

I found this course bit difficult to grasp.

创建者 Michał M

May 9, 2021

last lab with transformers had some errors

创建者 Debasish D

May 16, 2020

Good but too long to follow with patience

创建者 Robert L

Apr 21, 2020

Very good introduction to sequence models

创建者 tchaton

Apr 23, 2018

Great courses. Only 4 because too short !

创建者 Omar A

Mar 20, 2018

More In depth optional videos are needed.

创建者 Arjun A

Jun 6, 2020

I found it not that easy to comprehend.

创建者 Rohit P

Dec 25, 2019

The assignments were mostly copy paste.

创建者 dieter j

May 30, 2019

Not that interesting for me personally.

创建者 吴致远

Dec 7, 2018

jupyter notebooks with a bunch of error

创建者 Sam P

Dec 15, 2018

Fantastic lectures and helpful quizzes

创建者 David D

Jun 2, 2018

Notebooks seemed to be made in a hurry

创建者 Dr. H H W

Sep 22, 2019

good insights for RNN and time series

创建者 Miguel V

Dec 16, 2018

Some of the tests were a bit too easy

创建者 Kailash K P C

Mar 27, 2020

Need more inputs for keras library.